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    <title>DEV Community: Raja Zohaib Arshad</title>
    <description>The latest articles on DEV Community by Raja Zohaib Arshad (@rajazohaibarshad).</description>
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      <title>Why PixAI Is the Midjourney Alternative Anime Artists Have Been Waiting For</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Thu, 17 Sep 2026 18:42:11 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/why-pixai-is-the-midjourney-alternative-anime-artists-have-been-waiting-for-4heo</link>
      <guid>https://dev.to/rajazohaibarshad/why-pixai-is-the-midjourney-alternative-anime-artists-have-been-waiting-for-4heo</guid>
      <description>&lt;p&gt;The AI text-to-image technology never fails to amaze me. It seems as if the power has shifted from the artist’s pencil to their prompts. Regardless of the software you choose, it’s all about how you explain it to the tool.&lt;/p&gt;

&lt;p&gt;This guide juxtaposes two of the leaders in the industry, not to compare the quality of the output, but how you communicate with each. Sometimes, a laconic prompt may bring out the best, other times, it can focus the machine further.&lt;/p&gt;

&lt;p&gt;There must be a right way…right?&lt;/p&gt;

&lt;p&gt;There is.&lt;/p&gt;

&lt;p&gt;That’s adapting to the language the tool understands instead of intransigently speaking to it like you would to another human. And the goal here is to understand what kind of language each tool finds affinity to for effective communication throughout the process.&lt;br&gt;
&lt;strong&gt;How Each Platform Handles Anime Character Description&lt;/strong&gt;&lt;br&gt;
Since both platforms prefer slightly different language, let’s learn more about the two that you must understand and be proficient in if you use any of the AI image or text-to-video generators. And let’s do so with an example where we define the same character for both tools in the way they prefer.&lt;/p&gt;

&lt;p&gt;Starting off with Midjourney.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcktad1n7bt7i33f3tkfz.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcktad1n7bt7i33f3tkfz.PNG" alt=" " width="799" height="409"&gt;&lt;/a&gt;&lt;br&gt;
Midjourney works well with descriptive natural language prompts, like you were asking for a favor from a friend who’s a master at editing. “Create me an image of a girl wearing cozy clothes sitting on a bench reading a book.” Except you don’t have to be polite and request; rather, be direct and command. &lt;/p&gt;

&lt;p&gt;For example, instead of: &lt;/p&gt;

&lt;p&gt;“Can you make a hyperrealistic 4K picture of an anime screenshot of a young girl sitting on a wooden park bench? It should look very cinematic and cool, and please don't make her wear a yellow colored t-shirt.” &lt;/p&gt;

&lt;p&gt;Go with:&lt;/p&gt;

&lt;p&gt;“An anime screenshot of a young girl sitting on a wooden park bench, wearing an oversized rose colored sweater and dark pleated skirt, soft sunlight filtering through tree leaves, gentle smile, detailed line art, soft color palette, Kyoto Animation aesthetic”&lt;/p&gt;

&lt;p&gt;Or you can take it a step further and add the parameters like --ar 16:9 and --v8.2 which forces the algorithm to use certain models or ensure certain instructions are catered properly. Alternatively, you can also select it from settings.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6sahxhs0gxmz29c0m49p.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6sahxhs0gxmz29c0m49p.PNG" alt=" " width="800" height="480"&gt;&lt;/a&gt;&lt;br&gt;
Moreover, you don’t have to throw in additional ‘buzzwords’ like “4K” or “masterpiece”— buzzwords for Midjourney because they definitely do matter in booru-style tag formatting that we will learn more about in a minute or two.&lt;/p&gt;

&lt;p&gt;On the other hand, we have PixAI, a Midjourney alternative that works just as well but the optimal way to write prompts changes with the model of your choice.&lt;/p&gt;

&lt;p&gt;Some of PixAI’s models, similar to Stable Diffusion, work on booru-style tag formatting, where instead of descriptive prose prompts you switch to tags that are kind of similar to hashtags. Each tag, separated by a comma, is treated as a different instruction.&lt;/p&gt;

&lt;p&gt;For example, instead of going with ‘image of a girl,’ simply try ‘1girl.’&lt;/p&gt;

&lt;p&gt;Instead of ‘the girl has big green eyes’, ‘green eyes’ would work better.&lt;br&gt;
Unlike Midjourney, some PixAI models—particularly those using booru-style tag formatting—respond well to quality tags like 'masterpiece', 'best quality', and 'ultra-detailed'. However, this applies mainly to tag-based and SDXL-style workflows. Newer DiT models like Tsubaki.2 and Tsubaki.3 do not require these tags and work better with natural language descriptions instead.&lt;br&gt;
Prose-style prompts also work tremendously well. Just ensure you choose a model that actually understands them. For example, you could go with the latest Tsubaki.2 or Tsubaki.3, which does support prompts written in conversation style.&lt;br&gt;
Finally, there is a dedicated negative prompt to explicitly strip out unwanted elements, such as blurry images, unwanted items, and other elements that you absolutely don't want.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp2aicsaq891srk3k94hb.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp2aicsaq891srk3k94hb.PNG" alt=" " width="800" height="412"&gt;&lt;/a&gt;&lt;br&gt;
Here is how a typical PixAI prompt will look if we translate the one used above:&lt;br&gt;
“masterpiece, best quality, 1girl, silver hair, blue eyes, gentle smile, sweater, pleated skirt, sitting on bench, park, outdoors, sunlight, anime style”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fehbo14qrz89gjp2e5k12.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fehbo14qrz89gjp2e5k12.PNG" alt=" " width="800" height="482"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Model Selection and How It Changes Prompting&lt;/strong&gt;&lt;br&gt;
Next is the model selection and how it alters the prompts, and eventually the output.&lt;/p&gt;

&lt;p&gt;Again, beginning with Midjourney, the selection of models changes the functionality and what actions you could perform. For example, the latest Niji 7, an anime- and illustration-focused model, enables you to generate gorgeous anime aesthetics; however, the Omni Reference, which allows for adding an image as a ‘reference’ is unavailable and could only be used in the standard Midjourney Version 7 or v7.&lt;/p&gt;

&lt;p&gt;Therefore, it’s a dilemma. You can choose between what to compromise; it'll be either compromising the Omni Reference and risk getting a generation that’s completely different to your vision or you can focus on keeping the character consistent with using the standard model, in which case you would be deprived of utilizing the power of an anime-focused model Niji 7.&lt;/p&gt;

&lt;p&gt;Your prompts need to step up, in this case, and should describe every character detail from scratch in prose since Omni Reference is unavailable; conversely, when switching to the standard v7 model to lock character identity via Omni Reference, your prompt must compensate with detailed phrasing that cogently defines each and every graphic detail and aesthetic constraints to force a true anime look out of a general-purpose model.&lt;/p&gt;

&lt;p&gt;The case is different for PixAI.&lt;/p&gt;

&lt;p&gt;Since PixAI is an anime-focused software entirely, every model generates top-notch anime. Hence, you choose any model of your choice, such as Tsubaki.2, Tsubaki.3, and use a LoRA on top of it for character consistency. &lt;/p&gt;

&lt;p&gt;Note: Every LoRA can not go with every model. Always make sure the two can work together, which happens when both the LoRA and the model are built on the same architecture.&lt;/p&gt;

&lt;p&gt;Model tagged with DiT.2 architecture tag.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6t7p6s2gwu70tawcpt1k.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6t7p6s2gwu70tawcpt1k.PNG" alt=" " width="799" height="406"&gt;&lt;/a&gt;&lt;br&gt;
LoRA tagged with the same architecture tag. Hence competible. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp1pg9megf9f4jq1kqlap.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp1pg9megf9f4jq1kqlap.PNG" alt=" " width="799" height="401"&gt;&lt;/a&gt;&lt;br&gt;
You can choose from numerous official LoRAs from the market or simply train your own LoRA. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F63osbsz5fjedwhqtan43.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F63osbsz5fjedwhqtan43.PNG" alt=" " width="800" height="412"&gt;&lt;/a&gt;&lt;br&gt;
Again, choosing a different model changes how you write prompts, making you switch style from tag-based prompts to prose plain language ones.&lt;br&gt;&lt;br&gt;
&lt;strong&gt;LoRAs and Reference Images: How Each Platform Anchors Character Identity&lt;/strong&gt;&lt;br&gt;
Now, let’s come back from prompts for a minute and focus on the core question that every anime art creator has lost nights thinking about: I created this character; how do I create 50 more images without the character becoming completely unrecognizable in the process?&lt;/p&gt;

&lt;p&gt;Midjourney has been brilliantly targeting this problem and has two powerful ways to combat it, depending on the model you are on.&lt;/p&gt;

&lt;p&gt;For standard v7 models, you could utilize Omni Reference. Just upload the image you want to be used as a canvas and then paint the image with your prompts.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3opbaqqkydfo1cciq1xi.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3opbaqqkydfo1cciq1xi.PNG" alt=" " width="800" height="332"&gt;&lt;/a&gt;&lt;br&gt;
The v7 also enables you to add style references. &lt;/p&gt;

&lt;p&gt;To use, you must add --sref followed by the direct URL of your reference image. This allows the tool to imitate the style of the given image. You may also add --sw — short for style weight — and choose between 1 and 1000 — the default weight is 100 — to ensure how strongly the style reference should be followed. The style reference can also work with the Niji7 model, unlike Omni Reference.&lt;/p&gt;

&lt;p&gt;Similarly, you can add --oref and --ow for Omni Reference and Omni weight. However, as noted in the previous section, this feature is unavailable in the latest anime-style model, Niji7. Therefore, choose a standard model before any experimentation. &lt;/p&gt;

&lt;p&gt;On v8, the latest model, Midjourney introduced the Edit Model, which replaced Omni Reference and Character Reference entirely. The Edit Model works differently from its predecessors: instead of appending a reference parameter to a prompt, you upload up to four reference images directly and describe the changes you want in plain language. &lt;/p&gt;

&lt;p&gt;It supports inpainting and outpainting as well. So V8 does have a consistency workflow, it just works through the Edit Model rather than through --oref or --cref. &lt;/p&gt;

&lt;p&gt;PixAI, on the other hand, also offers two super friendly ways to ensure your character stays your character across the story, manga, or across countless generations.&lt;/p&gt;

&lt;p&gt;First, Reference Pro. A specific model that allows adding multiple reference images to consistently copy a character across however many images you generate.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fkljl4odg9phc78kfg1pz.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fkljl4odg9phc78kfg1pz.PNG" alt=" " width="800" height="403"&gt;&lt;/a&gt;&lt;br&gt;
Reference Pro is a strong option when you already have a character image and want to continue developing them across new scenes without additional setup. &lt;/p&gt;

&lt;p&gt;LoRA training, on the other hand, works best when you need deep, long-term consistency for a recurring character across a large number of generations. Neither is universally better; they serve different points in the creative workflow.&lt;/p&gt;

&lt;p&gt;Considering the fact that PixAI is a web-based software and you don't need heavy computing power to train the software is one another beautiful reason that makes this Midjourney alternative truly magnificent.&lt;br&gt;
&lt;strong&gt;When the First Result Is Not Right: How Each Platform Handles Revision&lt;/strong&gt;&lt;br&gt;
Regardless of how detailed your prompts are, the first draft is not always the final output. Just like a diamond, you need to polish your craft before it shines and sells for a fortune. &lt;/p&gt;

&lt;p&gt;Editing or iteration is a massive and vital part of anime art. Here’s each tool’s approach when the first result does not come out how you wanted.&lt;/p&gt;

&lt;p&gt;For Midjourney, when you generate an image, you can find the editor in the bottom right side of the screen. Alternatively, you can simply go to the edit tab and directly upload the image you want to edit.&lt;/p&gt;

&lt;p&gt;Once in, one way or another, you can access the Vary Region which is the software’s answer to an inpainting tool. &lt;/p&gt;

&lt;p&gt;The tool hands you a brush which you can use to highlight discrepancies or remove objects entirely, and then rewrite the prompt with what should replace the selected area or what needs to be omitted. Be direct and descriptive in your prompts, for example “Add a red faux leather jacket with a massive cutaway collar.”&lt;/p&gt;

&lt;p&gt;For example, look at this cool dragon. But these red blemishes kind of feel anomalous. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Feuoq8n0jxg7b7r0n12no.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Feuoq8n0jxg7b7r0n12no.PNG" alt=" " width="799" height="447"&gt;&lt;/a&gt;&lt;br&gt;
So, we paint over them with the brush and prompt for them to be removed and blended with the surroundings.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fltxlnw6l267ae778qzd2.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fltxlnw6l267ae778qzd2.PNG" alt=" " width="800" height="455"&gt;&lt;/a&gt;&lt;br&gt;
And there you go! We got four results to choose from, and all four of them were awesome.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmsxhojw2dgup4w3nni0o.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmsxhojw2dgup4w3nni0o.PNG" alt=" " width="800" height="454"&gt;&lt;/a&gt;&lt;br&gt;
Alternatively, you can redo the entire generation with a tweaked prompt that will give you four new options to choose from.&lt;/p&gt;

&lt;p&gt;PixAI offers two different methods for editing. The first one goes with the Edit Pro model where you can, in conversational plain language, explain the changes and regenerate the image with your desired changes. Let’s test it with the girl we generated at the beginning by making her hair caramel brown.&lt;/p&gt;

&lt;p&gt;For that, we choose PixAI Edit Pro and upload the reference image.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fuvhd1lt16pw1rz5fd5s7.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fuvhd1lt16pw1rz5fd5s7.PNG" alt=" " width="799" height="401"&gt;&lt;/a&gt;&lt;br&gt;
I uploaded the same image we generated earlier and prompted “change the hair of the girl to caramel brown.”&lt;/p&gt;

&lt;p&gt;And…there you have it!&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6oyuaq6p6lxh924bgwmy.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6oyuaq6p6lxh924bgwmy.PNG" alt=" " width="800" height="490"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Alternatively, similar to Midjourney, PixAI also offers inpainting. You can highlight the areas where you want changes and describe what you wish to be changed. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4pf46nk0prdssy7cre6e.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4pf46nk0prdssy7cre6e.PNG" alt=" " width="800" height="402"&gt;&lt;/a&gt;&lt;br&gt;
In both cases, the image is not entirely regenerated but only the areas you wanted changes in. &lt;br&gt;
&lt;strong&gt;What the Prompt Does in the Wider Workflow&lt;/strong&gt;&lt;br&gt;
One of the primary differences between the software is the dynamic shift of how prompts are used throughout the workflow.&lt;/p&gt;

&lt;p&gt;For Midjourney, prompts are basically the entirety of the workflow. It might seem obvious but further reading is encouraged. &lt;/p&gt;

&lt;p&gt;Every phase of production relies on writing or modifying descriptive text. Whether you are generating an initial concept or altering an already created image via --sref or --oref, the text prompt remains the fundamental way of controlling the generation. The references do not basically change the prompts except for appending parameters at the end of it preceded by double dashes. &lt;/p&gt;

&lt;p&gt;The same is not the case with PixAI.&lt;/p&gt;

&lt;p&gt;The initial prompts are definitive, explaining each and every detail; however, as you move forward, you will stop explaining the character details with such granularity since LoRAs are already working overtime taking care of the consistency. If the generation did not come out perfect, the focus eventually shifts to the slider of the LoRA’s strength more than the prompt because PixAI understands it needs to keep the character consistent without a reminder with every prompt.&lt;/p&gt;

&lt;p&gt;Even with Edit Pro’s plain language prompts, you can simply state the change without explicitly mentioning that the other objects in the image should remain unchanged. However, it is often done which is positive, as it shows the AI a clear blockade and where not to go. &lt;br&gt;
&lt;strong&gt;Which Prompting Workflow Fits You&lt;/strong&gt;&lt;br&gt;
Go with Midjourney if you want granular control over your generations, but of course that comes with the inconvenience of writing detailed prompts in prose where you explain each and everything you need in the image. Also, if you don’t care much about consistency and only want to generate a single image rather than a story or a manga where character consistency is critical, Midjourney can work best.&lt;/p&gt;

&lt;p&gt;However, if you wish for software that is anime-focused, easier to work with, and is built around character consistency that can help you create manga where your character stays perfectly recognizable, and you are comfortable with either tag-based or natural language prompts depending on the model, PixAI can work better.&lt;/p&gt;

&lt;p&gt;However, if you are already a Midjourney user who does not focus on anime-styled content, PixAI’s prompt writing could be a steep learning curve.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
It might seem confusing as to why both software, being AI generators, react differently to similar prompts. Why does Midjourney work best with descriptive prose, while some PixAI models respond better to tags?&lt;/p&gt;

&lt;p&gt;The answer lies in their roots and how they are built. Both software programs are created for different goals, different purposes, and have completely different ways to work. Even though, if you zoom out, both are technically AI image generators, only when you come close do you find the differences.&lt;/p&gt;

&lt;p&gt;Midjourney is a general creative AI tool, and its workflow completely differs from PixAI. It is built to translate descriptive prose into detailed visual scenes. It features amazing style and reference options, but how you use them is nothing like how you do it with PixAI.&lt;/p&gt;

&lt;p&gt;PixAI is a special anime-first platform built for manga artists, VTubers, and anime enthusiasts who want their character to tell a story. Depending on the model you choose, you can work with tag-based prompts or plain natural language, and the LoRAs, references, and editing tools all come together to support that workflow across however many generations you need.&lt;/p&gt;

&lt;p&gt;PixAI, more than just an image generator, is an entire community of people crazy for anime. You can generate art, share it with others, and have fun without any limits!&lt;/p&gt;

&lt;p&gt;Try it out now! &lt;/p&gt;

</description>
    </item>
    <item>
      <title>Midjourney Alternative for Anime Art Creators: Why PixAI May Be Better for Character Workflows</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Mon, 07 Sep 2026 16:03:29 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/midjourney-alternative-for-anime-art-creators-why-pixai-may-be-better-for-character-workflows-4d8l</link>
      <guid>https://dev.to/rajazohaibarshad/midjourney-alternative-for-anime-art-creators-why-pixai-may-be-better-for-character-workflows-4d8l</guid>
      <description>&lt;p&gt;If you’ve used Midjourney, you know how easy it is to make something that looks good.&lt;br&gt;
But making something that stays the same is a different problem. This matters a lot when you’re creating anime characters.&lt;br&gt;
You make an OC you really like. Then maybe you want to see them in a different outfit, pose, expression, or scene.&lt;br&gt;
That’s when you realize you’re not just making images anymore. You’re trying to build a character you can keep coming back to and iterating on.&lt;br&gt;
You can start with a basic concept, try different generations, refine the design, and then use references or a LoRA when you want to keep the character or style more consistent.&lt;br&gt;
So the question isn’t always, ‘Which tool makes better images?’ Sometimes it’s simply, ‘Which one works better for the way I create?’&lt;br&gt;
That’s where PixAI becomes an interesting option.&lt;br&gt;
It’s built with anime creators in mind, with models, LoRAs, references, and editing tools that give you more ways to keep working on the same character.&lt;br&gt;
&lt;strong&gt;What Midjourney Does Well&lt;/strong&gt;&lt;br&gt;
Midjourney is a strong option for creators who want to explore visual ideas through prompts and quickly turn those ideas into finished-looking artwork.&lt;br&gt;
It can help with concept exploration, artistic experimentation, mood boards, and standalone images.&lt;br&gt;
For someone who enjoys trying different visual directions without needing a long character-development process, that can be a major advantage.&lt;br&gt;
So this is not a case of one tool being universally better.&lt;br&gt;
The difference becomes more noticeable when your goal changes from generating an image to developing a character.&lt;br&gt;
&lt;strong&gt;Where Anime Creators May Need More Than Midjourney&lt;/strong&gt;&lt;br&gt;
Anime creation can involve a longer, more iterative creative process than simply generating one good-looking image.&lt;br&gt;
Once you have a character you like, you’ll probably want to keep using them. The tricky part is keeping the character recognizable while changing things around them.&lt;br&gt;
&lt;strong&gt;Creating consistent characters across multiple images&lt;/strong&gt;&lt;br&gt;
Character consistency is one of those things that sounds simple until you actually try it.&lt;br&gt;
Say you’ve created an OC with silver hair, blue eyes, a black gothic dress, and a small mark under one eye.&lt;br&gt;
Your first generation looks great.&lt;br&gt;
Now you ask for the same character running through a city…&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;The hair changes.&lt;/li&gt;
&lt;li&gt;The dress changes.&lt;/li&gt;
&lt;li&gt;The face looks slightly different.&lt;/li&gt;
&lt;li&gt;The little facial mark disappears.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Okay, maybe you try a different outfit. Then you try a new pose. Then a different expression.&lt;br&gt;
Before long, you’re trying to keep the same character recognizable while changing almost everything around them.&lt;br&gt;
You can keep tweaking prompts, but you’re still dealing with the same basic problem: how do you carry the character’s identity from one image into the next?&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;More control over anime styles and characters&lt;/strong&gt;&lt;br&gt;
Anime creators can have pretty specific ideas about how they want a character to look.&lt;br&gt;
Maybe you want a soft illustration style. Maybe you prefer something more detailed. Or maybe you’ve developed a particular look for your OC and want to keep building on it.&lt;br&gt;
That’s where models and LoRAs become useful.&lt;br&gt;
Instead of treating every generation as a completely fresh image, you can use a compatible model and add a LoRA to influence a particular character, style, pose, outfit, or other visual detail.&lt;br&gt;
PixAI supports community LoRAs as well as custom LoRA training, with options for things like characters, styles, poses, and outfits.&lt;br&gt;
For someone building an OC, that gives you more control over the process. You’re not just asking an AI to ‘draw this character’ again.&lt;br&gt;
&lt;strong&gt;From image generation to character creation&lt;/strong&gt;&lt;br&gt;
This is probably the biggest difference to understand.&lt;br&gt;
A traditional image-generation workflow is often very simple:&lt;br&gt;
&lt;strong&gt;Prompt → Generate → Pick an image&lt;/strong&gt;&lt;br&gt;
A character-focused workflow can look more like this:&lt;br&gt;
&lt;strong&gt;Idea → Prompt → Generate → Compare versions → Refine character → Add LoRA/reference → Edit → Generate new scene → Refine again&lt;/strong&gt;&lt;br&gt;
Both are valid. But the second workflow requires more iteration.&lt;br&gt;
If your goal is to build an OC that you can keep using, an AI character creator needs to be useful beyond the first generation. You need ways to carry that character into new scenes and variations.&lt;br&gt;
That’s where PixAI makes sense as a Midjourney alternative for anime creators.&lt;br&gt;
&lt;strong&gt;PixAI as an Anime-Focused Midjourney Alternative&lt;/strong&gt;&lt;br&gt;
PixAI positions itself differently from general-purpose AI art generators.&lt;br&gt;
Built for anime character creation&lt;br&gt;
PixAI is designed for:&lt;br&gt;
&lt;strong&gt;Original characters (OCs):&lt;/strong&gt; Tools to develop and maintain character consistency&lt;br&gt;
&lt;strong&gt;VTuber designs:&lt;/strong&gt; Character sheets and multiple pose generation&lt;br&gt;
&lt;strong&gt;Anime illustrations:&lt;/strong&gt; Style-specific generation and refinement&lt;br&gt;
&lt;strong&gt;Character concepts:&lt;/strong&gt; Rapid iteration and exploration&lt;br&gt;
Learn more about getting started with anime character creation in this &lt;strong&gt;PixAI quick start guide.&lt;/strong&gt;&lt;br&gt;
Anime models and LoRA workflows&lt;br&gt;
One of PixAI's key strengths is its support for anime-focused models and LoRA-based customization:&lt;br&gt;
&lt;strong&gt;Specialized anime models:&lt;/strong&gt; Choose from models trained specifically on different anime styles&lt;br&gt;
&lt;strong&gt;LoRA integration:&lt;/strong&gt; Apply character-specific LoRAs or train your own for unique OCs&lt;br&gt;
&lt;strong&gt;Style exploration:&lt;/strong&gt; Switch between models to find the perfect aesthetic for your character&lt;br&gt;
&lt;strong&gt;Reference-based creation and editing&lt;/strong&gt;&lt;br&gt;
Anime creators rarely get their perfect character in the first generation. PixAI supports the iterative refinement process through:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Reference images:&lt;/strong&gt; Upload character sheets or previous generations to guide new outputs&lt;br&gt;
&lt;strong&gt;Image editing:&lt;/strong&gt; Adjust specific elements without regenerating everything&lt;br&gt;
&lt;strong&gt;Detail improvement:&lt;/strong&gt; Enhance facial features, clothing details, or backgrounds&lt;br&gt;
&lt;strong&gt;Character direction control:&lt;/strong&gt; Maintain consistency while exploring new poses or expressions&lt;br&gt;
&lt;strong&gt;A complete anime creation process&lt;/strong&gt;&lt;br&gt;
Put all those pieces together, and the workflow starts to look pretty simple:&lt;br&gt;
&lt;strong&gt;Idea → Prompt → Generation → LoRA / Reference → Editing → Final artwork&lt;/strong&gt;&lt;br&gt;
The important part is that you’re not starting over with every image. You can build on an early character concept, refine what works, and keep developing the same character as you go.&lt;br&gt;
That makes PixAI more than just an anime AI generator online.&lt;br&gt;
It gives you a way to keep working on a character instead of treating every image as a separate project.&lt;br&gt;
&lt;strong&gt;Midjourney vs PixAI: Workflow Comparison&lt;/strong&gt;&lt;br&gt;
This isn't a ‘winner takes all’ comparison. If you mainly create standalone artwork, Midjourney may be all you need.&lt;br&gt;
That said, if you’re creating anime characters and reusing them across different images, PixAI may fit your workflow better.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fec6kccfd6ra0yr1dezui.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fec6kccfd6ra0yr1dezui.PNG" alt=" " width="800" height="697"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqqpmrlgn6yof9lc746n2.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqqpmrlgn6yof9lc746n2.PNG" alt=" " width="800" height="426"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Who Should Choose PixAI Instead of Midjourney?&lt;/strong&gt;&lt;br&gt;
PixAI is worth considering if you:&lt;br&gt;
Mostly create anime artwork&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Create original characters&lt;/li&gt;
&lt;li&gt;Make VTuber characters or assets&lt;/li&gt;
&lt;li&gt;Want to experiment with anime-focused models&lt;/li&gt;
&lt;li&gt;Want to use character or style LoRAs&lt;/li&gt;
&lt;li&gt;Want the option to train your own LoRA&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Use reference images when creating&lt;br&gt;
Put simply, PixAI makes the most sense when character development is part of the job.&lt;br&gt;
&lt;strong&gt;Who May Still Prefer Midjourney?&lt;/strong&gt;&lt;br&gt;
There are plenty of reasons to stick with Midjourney, too. You may prefer it if you:&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Want polished AI artwork quickly&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Like experimenting with different artistic styles&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Mainly create concept art&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Use AI for creative inspiration&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Prefer a straightforward prompt-based workflow&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Mostly create standalone images&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Don't need to reuse the same character repeatedly&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If you're happy creating a new image every time, you may not need all the extra character-focused tools. And that's okay.&lt;br&gt;
&lt;strong&gt;How to Start Creating Anime Characters With PixAI&lt;/strong&gt;&lt;br&gt;
If you are new to PixAI, you don’t need to jump straight into advanced LoRA training. Let’s start with a simple workflow:&lt;br&gt;
&lt;strong&gt;1. Open PixAI&lt;/strong&gt;&lt;br&gt;
Head to the PixAI art generator.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvckk2pu068n00ovcv6xx.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvckk2pu068n00ovcv6xx.PNG" alt=" " width="752" height="329"&gt;&lt;/a&gt;&lt;br&gt;
PixAI's beginner guide walks through the basic generation process, including choosing generation settings and working with prompts.&lt;br&gt;
&lt;strong&gt;2. Pick an anime-focused model&lt;/strong&gt;&lt;br&gt;
Choose a model that matches the kind of artwork you’re trying to make.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F41p5zl5ycayqx3cmygk9.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F41p5zl5ycayqx3cmygk9.PNG" alt=" " width="772" height="334"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Don’t worry about finding the ‘perfect’ model right away. Try a few and see which one gives you the character style you like.&lt;br&gt;
&lt;strong&gt;3. Write your first character prompt&lt;/strong&gt;&lt;br&gt;
Start with the basics. For example:&lt;br&gt;
silver hair, blue eyes, black gothic dress, small facial marking, anime girl&lt;br&gt;
That’s enough to get your first few versions going. You can add more details later. For now, focus on the features that make your character recognizable.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fn0b0fspym5kpxvipxqkr.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fn0b0fspym5kpxvipxqkr.PNG" alt=" " width="749" height="332"&gt;&lt;/a&gt;&lt;br&gt;
Here are the first four variations:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fa1zqhk1vw4uqfud29kwc.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fa1zqhk1vw4uqfud29kwc.PNG" alt=" " width="747" height="360"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;4. Generate different versions&lt;/strong&gt;&lt;br&gt;
Generate a few variations and look for the one that best captures your idea.&lt;br&gt;
You may find that one has the face you like, another has better clothing, and another has a pose that works better.&lt;br&gt;
That’s part of the process.&lt;br&gt;
Here, I’m going with the second generation and using it as the base for further experimentation.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fl2jv93etcmjodid2n9ht.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fl2jv93etcmjodid2n9ht.PNG" alt=" " width="338" height="484"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;5. Add a LoRA for more customization&lt;/strong&gt;&lt;br&gt;
Once you’ve picked a character direction you like, a LoRA can give you another layer of customization.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1rvwtb59ksp63n9qd48k.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1rvwtb59ksp63n9qd48k.PNG" alt=" " width="721" height="335"&gt;&lt;/a&gt;&lt;br&gt;
You can use an existing community LoRA or eventually train your own character LoRA.&lt;br&gt;
PixAI's LoRA training guide covers the process, including dataset preparation and character LoRA training.&lt;br&gt;
You do not need to train one immediately. If you’re new to this, it makes sense to get comfortable with the basic generation workflow first.&lt;br&gt;
For this example, I selected Mairo3 to see how it changes the character:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F20h7711s5pf1t53x3e2h.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F20h7711s5pf1t53x3e2h.PNG" alt=" " width="736" height="331"&gt;&lt;/a&gt;&lt;br&gt;
The first result is really cute, but I’d go with the second one. It’s closer to the version I had in mind for the character.&lt;br&gt;
&lt;strong&gt;6. Use a reference to guide the character&lt;/strong&gt;&lt;br&gt;
When you already have an image that captures your character well, use it as a reference when creating the next variation.&lt;br&gt;
This can be especially useful when you're changing the scene, pose, expression, or outfit while trying to keep the character's overall identity intact.&lt;br&gt;
&lt;strong&gt;7. Edit and refine&lt;/strong&gt;&lt;br&gt;
This is where you stop chasing perfection in a single generation.&lt;br&gt;
Fix what doesn't work. Adjust what feels off. Try another generation. Little by little, the character starts to come together.&lt;br&gt;
&lt;strong&gt;8. Keep creating with the same character&lt;/strong&gt;&lt;br&gt;
Now put your character to work.&lt;br&gt;
Try a new outfit. Change the setting. Give them a different expression. Create a character sheet. Put them into a scene with another character.&lt;br&gt;
This is the point where an AI anime generator becomes more than a tool for creating standalone images.&lt;br&gt;
So, let’s change the outfit and setting while keeping the character’s main features the same. And here’s what the new variation looks like:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5471evnwhzh14nrqi20m.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5471evnwhzh14nrqi20m.PNG" alt=" " width="732" height="334"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;And just like that, you’ve got another take on the same character. Pretty cool, right?&lt;br&gt;
&lt;strong&gt;Final Thoughts&lt;/strong&gt;&lt;br&gt;
Looking for a Midjourney alternative doesn't necessarily mean you want a tool that's better at everything.&lt;br&gt;
Sometimes you just want a tool that's better suited to what you actually create.&lt;br&gt;
Midjourney remains a strong option for creators who want polished visual exploration, concept art, and standalone creative work.&lt;br&gt;
But if you're an anime creator who keeps coming back to the same characters, your needs are a little different.&lt;br&gt;
You need ways to experiment with anime models.&lt;br&gt;
You may want LoRAs. You may want to work from references. And, most importantly, you want to keep developing the character instead of reinventing them every single time.&lt;br&gt;
That's where PixAI can make a strong case for itself.&lt;br&gt;
So if you are searching for a Midjourney alternative for anime, don’t ask only which platform can make the better-looking image.&lt;br&gt;
Ask which one gives you the tools to create the character you want to keep creating. If that’s your priority, try PixAI and start building your next anime character workflow.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>How to Build an AI Art Workflow for Animated Anime Wallpapers</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Thu, 03 Sep 2026 18:34:42 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/how-to-build-an-ai-art-workflow-for-animated-anime-wallpapers-ld5</link>
      <guid>https://dev.to/rajazohaibarshad/how-to-build-an-ai-art-workflow-for-animated-anime-wallpapers-ld5</guid>
      <description>&lt;p&gt;You ever binge watch an anime and feel like this one is going to stay rent free in my mind for at least the next few months. The same was the case for me a few days ago when I rewatched Naruto: Shippuden, specifically the climax of the Pain Arc when Naruto lands the final Rasengan and saves the village.&lt;br&gt;
Just like any other anime fan, I jumped onto Google and looked for a quality wallpaper and put it as my wallpaper.&lt;br&gt;
But…&lt;br&gt;
It felt like it’s still not enough. Hence, I did what the extreme devotion to a character or a scene entails —- which is watching it as many times until you could hyperthymestically recognize each pixel. For that, I needed to create a slideshow and put it on my screen.&lt;br&gt;
That frustrating process actually inspired this article. I downloaded my generated images and tried animating them in separate software, only to end up with a horrible final result. That failure led me to do some digging until I stumbled upon PixAI, and more specifically, PixAI Studio. This is not your traditional AI image-to-video generator. It is a unified system that makes creating AI animated wallpapers much easier, which is as different from standard video generation as day is from night. &lt;br&gt;
&lt;strong&gt;Why Animated Wallpapers Are Different From Regular AI Videos&lt;/strong&gt;&lt;br&gt;
The biggest difference is the focus it requires. A regular AI video relies on dramatic camera movements, angles, perfect lighting, sharp colours to retain attention, and thousands of other things that go into production. Conversely, an animated wallpaper is a subtle animation that usually only occupies the space behind the tiny little app icons or widgets that almost take up the entire space.&lt;br&gt;
Our phone screens are usually heavily covered with apps/widgets — if you are like me and keep forgetting things —- like sticky notes here and there to remember and hold onto things without worrying for them to slip away.&lt;br&gt;
Therefore, an animated wallpaper must be understated so that it shouldn’t distract but also does its job well at reminding you of a specific anime or particularly a special scene.&lt;br&gt;
Another big difference is how regular AI-generated videos use each corner of the screen like it’s a complimentary free desert. Whereas, a custom AI wallpaper must leave space for other essential widgets (such as an upper third for status bars and clocks) and keep the primary character anchored in the lower third region or off-center where you can clearly see the serene scene without compromising functionality.&lt;br&gt;
Lastly, the “loop”! Only a wallpaper ends in a clean, effortless loop.&lt;br&gt;
Without further ado, let’s jump in and create an anime wallpaper in just five simple steps.&lt;br&gt;
&lt;strong&gt;Step One: Generate an Image Composed for Wallpaper Format&lt;/strong&gt;&lt;br&gt;
Before we generate an image, the fundamental and one of the most important parts of the anime wallpaper creation is choosing the image that would actually be good enough for an animating wallpaper. &lt;br&gt;
First and foremost, know and decide the aspect ratio for the generation. Do not rely on cropping it out later because it would never be the “correct” size. Hence, it’s imperative to go with the one of the following:&lt;br&gt;
&lt;strong&gt;9:16 Vertical&lt;/strong&gt;: Used for mobile lockscreens, home screens, TikTok, and Reels. This is the size we’ll use for this guide.&lt;br&gt;
&lt;strong&gt;16:9 Landscape&lt;/strong&gt;: Can fit desktop monitors and wide displays. This is the size you should go with if you want one for your PC.&lt;br&gt;
&lt;strong&gt;1:1 Square:&lt;/strong&gt; This one’s better for social media feeds, such as for Instagram, X, Threads, etc.&lt;br&gt;
Second, as we just learned, a wallpaper will sit behind the already cluttered screens of our phones. Therefore, it must:&lt;br&gt;
Not be distracting with loud colors.&lt;br&gt;
Not take the entire space on the screen — being mindful of the notifications, big-head date and time widget, and everything else that may sit above it.&lt;br&gt;
Lastly, the prompt.&lt;br&gt;
A prompt should be detailed enough to cover the necessary details. For instance, the image you see below, we explicitly mentioned the position of the character as “An environmental anime portrait of a boy resting in the lower third of the frame...” To clarify position further, the prompt also mentions, “...establishing shot with a vast, empty dusk sky dominating the upper two-thirds of the canvas.” Other necessary details. Here is the complete prompt:&lt;br&gt;
“An environmental anime portrait of a boy resting in the lower third of the frame, sitting quietly on an old stone ledge with a relaxed, thoughtful expression. He wears casual, slightly wind-blown street clothing with soft fabric textures, his short hair shifting gently in the air. A wide establishing shot with a vast, empty dusk sky dominating the upper two-thirds of the canvas. Smooth sunset gradient from deep warm amber to soft purple, with generous open negative space and an uncluttered midground. Distant, soft-focus mountain silhouettes on the horizon, gentle glowing light bokeh, cinematic dusk lighting, muted atmospheric tones, clean upper frame, masterpiece, best quality.”&lt;br&gt;
Let’s generate the image. Go to PixAI ⇒ Generation tab.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fh0gsc0ofpmh8xmq2ipt5.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fh0gsc0ofpmh8xmq2ipt5.PNG" alt=" " width="800" height="384"&gt;&lt;/a&gt;&lt;br&gt;
Play around with the size and put in the prompt in the prompt box.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbjxxc0zmkn0zdywsjlmp.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbjxxc0zmkn0zdywsjlmp.PNG" alt=" " width="393" height="510"&gt;&lt;/a&gt;&lt;br&gt;
Using the aforementioned prompt, here is the image that we ended up with.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3y4silft8o1uot3aj9qd.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3y4silft8o1uot3aj9qd.PNG" alt=" " width="425" height="694"&gt;&lt;/a&gt;&lt;br&gt;
But look at the hands…&lt;br&gt;
They kind of don’t fit. &lt;br&gt;
&lt;strong&gt;Step Two: Refine the Image Before Animation&lt;/strong&gt;&lt;br&gt;
Thankfully, PixAI helps with that as well, that too under one unified roof where you can do everything starting from creation till animation. The AI art workflow that makes it possible is known as PixAI’s Studio. A node-based web software that allows you to build masterpieces without switching to another software.&lt;br&gt;
Here is how it looks but you can add nodes by double clicking anywhere or simply by using the Add node button in the menu.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fsab0ohngbcxxg5od6f07.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fsab0ohngbcxxg5od6f07.PNG" alt=" " width="800" height="404"&gt;&lt;/a&gt;&lt;br&gt;
I added the image node and uploaded the image we needed to fix hands of. &lt;br&gt;
Once the image is added, click the image ⇒ Edit.&lt;br&gt;
Another node would be created, select the PixAI Edit Pro. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6mkly1hxa2s9lkrtfawl.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6mkly1hxa2s9lkrtfawl.PNG" alt=" " width="800" height="405"&gt;&lt;/a&gt;&lt;br&gt;
And define the edit in simple, plain conversational language.&lt;br&gt;
Here you go, we made the guy cross hands.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgxsh5m2ncsi5vv2o0sbw.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgxsh5m2ncsi5vv2o0sbw.PNG" alt=" " width="800" height="739"&gt;&lt;/a&gt;&lt;br&gt;
Here is how he looks right now.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftxxpz8uzf35mx4p8v74p.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftxxpz8uzf35mx4p8v74p.PNG" alt=" " width="412" height="676"&gt;&lt;/a&gt;&lt;br&gt;
Similarly, you can edit basically anything in the image using the Edit Pro model. It’s completely normal for the image to not turn out the best for the first time. Therefore, it’s always wise to fix out any imparities that may cause substantial harm to the ultimate picture or video.&lt;br&gt;
All it takes are a few words anyway! &lt;br&gt;
Once it goes into the animation process, each disparity or each seemingly tiny problem can be amplified to make the production look like a movie made with a budget of a pizza and a handshake.&lt;br&gt;
&lt;strong&gt;Step Three: Write a Motion Prompt for Ambient Wallpaper Animation&lt;/strong&gt;&lt;br&gt;
Amazingly, there are two kinds of animations. &lt;br&gt;
Ambient motion. The character’s hair waving in the air as if the daffodils are dancing is an example of an ambient motion. It refers to the subtle movement that doesn't strain the eye or require excess focus.&lt;br&gt;
&lt;strong&gt;Action motion&lt;/strong&gt;. It refers to the type of animation we often see in anime fight scenes. The dramatic camera moments, character switch, extreme focus on expressions, are all parts of an action motion.&lt;br&gt;
&lt;strong&gt;Ambient motion&lt;/strong&gt; is what we need to focus on for now, given its nature, we need stealth animations that don't require as much focus as an average Christopher Nolan’s movie.&lt;br&gt;
Another major advantage is the loop that you could create with an ambient motion that is almost impossible within the action one. Loop makes the animation swifter and seamless enough to run in the background without being too noticeable.&lt;br&gt;
Although the loop is extremely essential, it’s also vital not to lose sleep over it. Since ambient animations are already smooth like butter, hence, the interim doesn’t have to be something poetic rather just okayish — while compiling this article, I found diminishing returns taking “the efforts” into account. &lt;br&gt;
And you must not forget, edits and iteration are indispensable parts of animation so…be ready to face them.&lt;br&gt;
Again, be mindful while writing the prompt, remember to add the details and ensure the prompt delegates the least amount of decisions to be made by AI. Which you can do by writing your prompts in a manner that covers most of the things you need in your wallpaper.&lt;br&gt;
Allow us to introduce our prompt…&lt;br&gt;
“Gentle continuous loop, ambient background motion. Distant sunset sky clouds drifting very slowly from left to right, soft glowing light bokeh motes floating upward in the air. Natural wind effect: the boy’s short hair and casual jacket edges sway subtly in the breeze while his main seated pose remains anchored and still. Cinematic atmospheric depth, subtle parallax, smooth seamless looping motion, locked stationary camera, zero dramatic camera movement.”&lt;br&gt;
&lt;strong&gt;Step Four: Generate and Iterate on the Animation&lt;/strong&gt;&lt;br&gt;
Here comes our favorite part.&lt;br&gt;
The generation. &lt;br&gt;
Firstly, you must add the video node, which allows the animation. You can do so by double clicking anywhere and selecting Video Node.&lt;br&gt;
Choose the First frame to video as shown in the image, and change the latest v4.0 Preview model to v4.0 Lite Preview. It takes less credits and makes it easier to change certain things before the video is finalized. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fq828kduhjskdswfu5kwt.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fq828kduhjskdswfu5kwt.PNG" alt=" " width="800" height="396"&gt;&lt;/a&gt;&lt;br&gt;
The node will appear with a random reference image added by default, replace the image by selecting Choose from canvas and add the image of our random guy sitting with his arm closed. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxxs0wc8ew15g4cm3b1gj.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxxs0wc8ew15g4cm3b1gj.PNG" alt=" " width="800" height="490"&gt;&lt;/a&gt;&lt;br&gt;
Click the empty video node, ensure the correct model is selected and size and duration are exactly what you want them to be. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2w3ve314yoca1aqdnygi.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2w3ve314yoca1aqdnygi.PNG" alt=" " width="800" height="605"&gt;&lt;/a&gt;&lt;br&gt;
If you want your character to adapt some distinct quality of a certain character or a distinct feature that you want PixAI to hold on to even while animating, it’s critical that you must add it as a reference.&lt;br&gt;
To do so, upload the reference image to the canvas and click Ref, short for reference. This would enable you to drag the node to the uploaded reference image somewhere on the canvas. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmdfao0fioegmlh3via6d.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmdfao0fioegmlh3via6d.PNG" alt=" " width="799" height="402"&gt;&lt;/a&gt;&lt;br&gt;
Now that the settings are intact, everything does seem fine, let’s run our test.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fia23h9mff25ayghfia8t.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fia23h9mff25ayghfia8t.gif" alt=" " width="404" height="704"&gt;&lt;/a&gt;&lt;br&gt;
There you go! The first draft is ready.&lt;br&gt;
Now, put off your creator hat and put on your editor hat.&lt;br&gt;
Notice if the loop seems forced, the motion seems distracting, if the character loses its characteristics midway, if the animation seems too heavy, or any major or a minor change that could substantially make a difference in the final output.&lt;br&gt;
Explain the changes using simple, plain conversational language; for example, in this draft, you can see the clouds march to the middle of the screen only for the video to cut off right there. The video seems to end abruptly, exactly opposite to what we need. Moreover, the cloud seems kind of distracting with its worm-like movements; therefore, we must edit. &lt;br&gt;
So, I just omitted it, and now not only does the wallpaper seem less distracting, it’s also cleaner.&lt;br&gt;
Once you’re sure about the wallpaper, change the model to PixAI v4.0 Preview and run the generation again. And that’s how your wallpaper should be ready for use.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4vcwngq9e189tdm76xip.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4vcwngq9e189tdm76xip.gif" alt=" " width="496" height="864"&gt;&lt;/a&gt;&lt;br&gt;
Again, it's imperative to recognize that iteration and revisions are a part of the art. They allow your creation to be flawless and generate something you are actually proud of. Learn how to write effective prompts for 4.0 Preview &lt;br&gt;
Once the wallpaper is edited, it's ready for export, we move on to our fifth and final step.&lt;br&gt;
&lt;strong&gt;Step Five: Format and Export for Different Display Contexts&lt;/strong&gt;&lt;br&gt;
After editing, it's time to export and utilize the wallpaper for the purpose it was created for — to use it across mobile, desktops, and any size of screen.&lt;br&gt;
As we learned earlier, 9:16 for mobile screens, turn it around, 16:9 for desktops, and 1:1 for social media — Not to mention, you could upload these to YouTube shorts or Insta reels as they accommodate millions of views.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fymgry4pu3c6iinwsmkg7.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fymgry4pu3c6iinwsmkg7.PNG" alt=" " width="800" height="743"&gt;&lt;/a&gt;&lt;br&gt;
Not only the size, but we must remember the different animation and presentation styles. For tiny screens of mobile, the character must remain in the lower third of the screen and animation must be subtle. For desktops, the character could be in the middle and it allows a little bit more room for the animation to be attention-grabbing.&lt;br&gt;
So, for mobile screens, select 9:16. Similarly, you can go with a desktop, tablets, or any size you wish for. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fet2lxqvp4admn6v6imuw.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fet2lxqvp4admn6v6imuw.PNG" alt=" " width="800" height="712"&gt;&lt;/a&gt;&lt;br&gt;
Download using the download button. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmjqs1m8sr7yg8djyepm3.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmjqs1m8sr7yg8djyepm3.PNG" alt=" " width="800" height="593"&gt;&lt;/a&gt;&lt;br&gt;
For format, there is only one acceptable choice which works everywhere, MP4. Every wallpaper site accepts this and you can use free tools to turn one into a live wallpaper effortlessly. All your PixAI generations are saved in this format, ready to be used by default.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
Building an animated wallpaper is no longer a process of juggling multiple tools, rather, you can create it under one unified roof of PixAI’s Studio. All it takes is learning the workflow that we already learned throughout the guide.&lt;br&gt;
Compose the image before generating, edit any inconsistencies, write a detailed motion prompt for ambient animation, and again tweak the output with PixAI’s v4.0 Lite before cementing it with v4.0 Preview.&lt;br&gt;
PixAI Studio is much more than just generating animated wallpapers. It’s the empty sketchbook with all the brushes and colors you need to draw something that can make others go wow! &lt;br&gt;
The canvas is waiting for anime fans like you!&lt;/p&gt;

</description>
    </item>
    <item>
      <title>How to Build an AI Art Workflow for a Manga Series: Organize Characters, Scenes, and Revisions</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Thu, 03 Sep 2026 15:46:58 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/how-to-build-an-ai-art-workflow-for-a-manga-series-organize-characters-scenes-and-revisions-545j</link>
      <guid>https://dev.to/rajazohaibarshad/how-to-build-an-ai-art-workflow-for-a-manga-series-organize-characters-scenes-and-revisions-545j</guid>
      <description>&lt;p&gt;Do you ever create a manga and eventually realize that the character doesn’t even seem remotely close to how it looked at the beginning? It’s almost as ridiculous as when the character quits mid-show, and the director sneaks in another one without ever addressing the elephant.&lt;br&gt;
Anyone who has done manga or even just created a character and tried to maintain consistency can understand how big of an obstacle that is. A tiny overlooked detail can become a catastrophe anytime later. Don’t even get me started on editing, because I would rather redo the entire project than go through the torturous process of editing.&lt;br&gt;
But don’t worry, now that you have stumbled here, sit down and check out this amazing solution for character consistency, especially for a manga creator — like yourself! However, it’s wise to note that not me, nor anyone else with any tool can promise absolute consistency, we can still try to make it substantially less noticeable.&lt;br&gt;
This article serves to address this very problem in only five steps using PixAI. If you are still seated and locked in, congratulations; your next manga will bear the fruits.&lt;br&gt;
&lt;strong&gt;Step One: Establish Your Character Before the First Panel&lt;/strong&gt;&lt;br&gt;
I can’t stress enough the importance of the character sheet before you even sit to generate the first slide.&lt;br&gt;
Sometimes, excitement gets the best of us, and we rush into the process of generating the slides rather than spending any minute on the actual problem that needs the most attention, which is character consistency. The answer to if your characters would be consistent depends on how easy you make for the tool to identify, read, and eventually create the character in multiple poses.&lt;br&gt;
It is often believed that the previous generation would be a good enough reference for the slides to come; however, this is a gigantic misconception.&lt;br&gt;
AI image generators do not possess conversational memory similar to traditional chatbots. Therefore, every generation is a shot in the dark guided by your prompt.&lt;br&gt;
Moreover, no matter how detailed your prompt is, there still would be innumerable calculations that AI would have to make independently. You may say, the color of the jacket needs to be a darker shade of blue, and since “dark” is subjective, it could be just a little darker shade or as dark as it’s closer to black than blue. Similarly, the wrinkles on their clothes, how their hair flows in the air, how the background reacts to the main subject or character, everything depends on the decisions taken by AI, they may or may not be what you wished for.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftu6u4xkwue3qyg7as26j.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftu6u4xkwue3qyg7as26j.PNG" alt=" " width="800" height="497"&gt;&lt;/a&gt;&lt;br&gt;
Which is exactly why a character sheet is not optional but one another necessity, especially for consistency. A character sheet serves as the definitive reference point for every physical detail, so the AI could match each detail regardless of the pose. That way the character wouldn’t be unrecognizable to say the very least. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvzefadrmvt3jxiatmykg.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvzefadrmvt3jxiatmykg.PNG" alt=" " width="800" height="467"&gt;&lt;/a&gt;&lt;br&gt;
Once this character sheet is fed to the image generator, it fully understands the granularity of the character and ensures consistency regardless of the requirement of the given scene. &lt;br&gt;
However, since you are here, there are strong chances that you already have started creation and now, in the middle of it, you realized that your characters seem to have had an existential crisis and now it doesn’t even remotely look what it did at the beginning. &lt;br&gt;
But don’t worry, where there is a problem, there is a solution.&lt;br&gt;
Get the clearest, static picture of your character, head over to PixAI, go to the AI Tools tab.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fujyiy2b9oiuxa7l58r31.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fujyiy2b9oiuxa7l58r31.PNG" alt=" " width="800" height="408"&gt;&lt;/a&gt;&lt;br&gt;
Scroll down until you find the character sheet generator.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5g2lk2be3k978onernqa.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5g2lk2be3k978onernqa.PNG" alt=" " width="800" height="415"&gt;&lt;/a&gt;&lt;br&gt;
Once in, upload the static, clean, picture of your character and in no time, you would be able to find the entire character sheet of your character!&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fczgfr8yvrg4eaohc44a2.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fczgfr8yvrg4eaohc44a2.PNG" alt=" " width="800" height="388"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Step Two: Build a Reference System That Travels With the Project&lt;/strong&gt;&lt;br&gt;
Imagine you explain every tiny detail of your character, feed it with references and then, after a long day or manga creation, it’s time to shut the device down and touch some green grass.&lt;br&gt;
But you’re already anxious, as we earlier learned of AI image generators not having conversational memory, tomorrow, you would have to open the app again and explain each detail again, work for an hour and two again, and the cycle would again repeat.&lt;br&gt;
Instead, you could build a reference system that actually moves with the project.&lt;br&gt;
Here’s how to do it. &lt;br&gt;
To pull this recipe, all you need is one single ingredient, which is PixAI’s Reference Pro.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzsc5ab090hy6f0xwxqft.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzsc5ab090hy6f0xwxqft.PNG" alt=" " width="800" height="409"&gt;&lt;/a&gt;&lt;br&gt;
As the name suggests, a pro at references. It saves an abundance of time that could have been wasted crying because the tool just doesn’t understand what you are actually trying to create. &lt;br&gt;
Moreover, the best part is how you can save your hard work in the middle of the story without having to go back to the starting line. Feed some clean, sleek, and crystal clear reference images of your character or the character sheet—that we just learned to generate.&lt;br&gt;
Please note that Reference Pro’s accuracy and efficiency heavily depends on your reference image’s clarity. A clean, well lit image will work tremendously well, whereas a blurry image would simply not.&lt;br&gt;
The best part about Reference Pro is adding multiple characters.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbzchutnwkn02kkacol35.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbzchutnwkn02kkacol35.PNG" alt=" " width="800" height="633"&gt;&lt;/a&gt;&lt;br&gt;
Which can be an even big advantage especially when writing manga. Since you will have to work slides that have multiple characters in them.&lt;br&gt;
As a cherry on the top, there is PixAI’s history. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fuvahzk6hkvqoxfpw97zs.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fuvahzk6hkvqoxfpw97zs.PNG" alt=" " width="800" height="411"&gt;&lt;/a&gt;&lt;br&gt;
Earlier, I mentioned that AI image generators do not have a memory. That fact still holds up. PixAI has a generation history feature, but it is not an automatic brain that magically remembers your character from yesterday.&lt;br&gt;
Instead, think of your generation history as a built-in asset library. You do not have to dig through your computer folders to re-upload reference images every time you start a new scene. You can simply look through your past PixAI generations and import them directly into your current workspace to use as reference assets. It is a massive time saver that keeps your workflow moving. With that cleared up, let's move on to the third step, which is just as vital for keeping your characters looking consistent. &lt;br&gt;
&lt;strong&gt;Step Three: Train a Character LoRA for Long-Term Series Work&lt;/strong&gt;&lt;br&gt;
For longer stories/manga arguably the most effective thing you can do is train your own loRA. &lt;br&gt;
As a manga artist, you might already know about this lifesaver. If you are new to it, LoRA stands for Low-Rank Adaptation. In plain English, it means teaching the AI model all the specific details of your original character so it knows them inside and out.&lt;br&gt;
Once you train a character LoRA, you can easily attach it to your future generation setups. From there, just dropping your chosen trigger word into the prompt acts like a shortcut, helping the AI reproduce those specific learned traits and styles perfectly. It takes the guesswork right out of character consistency.&lt;br&gt;
Note: Please note that the architecture or model you use to train the loRA might become the only model you could use with this model but loRAs often glitch and cause problems with other models. &lt;br&gt;
Training a loRA or Low-Rank Adaption is much simpler than it sounds — it kind of like sounds like when video games demote you to easier lobbies because you kept losing — but trust me, it’s way easier — at least mentally.&lt;br&gt;
Moreover, it does not require a new hardware with almost like Nvidia RTX 5090, dedicated cooling systems&lt;br&gt;
So, head over to LoRA, and select See All LoRAs.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftiqc9lvmzhf5evbgnzk3.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftiqc9lvmzhf5evbgnzk3.PNG" alt=" " width="800" height="405"&gt;&lt;/a&gt;&lt;br&gt;
There you have it.&lt;br&gt;
Click on it and head inside.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fkcl2qdxxrf0afq46t3sx.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fkcl2qdxxrf0afq46t3sx.PNG" alt=" " width="799" height="400"&gt;&lt;/a&gt;&lt;br&gt;
You can add up to 100 pictures of your character.&lt;br&gt;
Just add import images from generation history or upload your own—preferably with multiple angles. Name your loRA, add the trigger word—typing this word will activate the loRA. Select category type, model type, and model theme and finally press Start Training.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fiuxq8zv5tm04n73u4cx7.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fiuxq8zv5tm04n73u4cx7.PNG" alt=" " width="800" height="409"&gt;&lt;/a&gt;&lt;br&gt;
Once done, you can simply use this loRA for your future generations. It remembers your character and improves consistency. &lt;br&gt;
&lt;strong&gt;Step Four: Revise Without Regenerating&lt;/strong&gt;&lt;br&gt;
Usually, editing a tiny little detail later into the manga becomes a lengthy intricate process. But not with PixAI’s Edit Pro. It is a tool that helps you eradicate redundant details of a character or add essential elements that add weight to the story.&lt;br&gt;
It’s an automatic editing model, where you can simply edit images with plain, natural language instructions. You do not have to completely define the image and then explain the “edit” along with it, rather a straightforward, “turn the black hair into blue” would suffice.&lt;br&gt;
Let’s try it together.&lt;br&gt;
Select the model.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fo302fic1f02e9igtn3ul.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fo302fic1f02e9igtn3ul.PNG" alt=" " width="799" height="413"&gt;&lt;/a&gt;&lt;br&gt;
And add a reference image.&lt;br&gt;
I have added this girl standing on plain grass while wearing a brown colored jacket. And we will be using the same prompt: &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fny7zg7l4213ojgq106gf.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fny7zg7l4213ojgq106gf.PNG" alt=" " width="800" height="511"&gt;&lt;/a&gt;&lt;br&gt;
“Please change the hair color to blue”&lt;br&gt;
A quick note, this tool is notorious for written chat bubbles as it may distort the image rendering the text unreadable. Therefore, it’s wise to only use it for editing tasks.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fehwds8evusy0lva77sj0.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fehwds8evusy0lva77sj0.PNG" alt=" " width="800" height="457"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Step Five: Connect Generation and Editing on a Studio Canvas&lt;/strong&gt;&lt;br&gt;
Imagine everything we learned all under one roof. Allowing you to open a project and only close it when you are simply done with it…that’s what PixAI’s art workflow makes possible. A node-based AI/video generation tool that makes working 10x easier and 20x more fun.&lt;br&gt;
This allows you to build a continuous assembly line for your manga production instead of juggling isolated tabs and scattered downloads instead of rushing from one tab and moving to another perhaps like you run in a YouTube video and you don’t know where the music is coming from.&lt;br&gt;
Let’s test the workflow in PixAI’s Studio.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu77zuogsxlrisr33dyta.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu77zuogsxlrisr33dyta.PNG" alt=" " width="800" height="401"&gt;&lt;/a&gt;&lt;br&gt;
Here’s how it looks at the inside before you start adding the nodes.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmxlwsprleu8xi7pybc0f.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmxlwsprleu8xi7pybc0f.PNG" alt=" " width="799" height="408"&gt;&lt;/a&gt;&lt;br&gt;
Let’s add nodes and create a manga slide together from the character reference sheet. &lt;br&gt;
You can add a node by double tapping anywhere and choosing the type of node you would wish to add. For this case, we will go with image ⇒ upscale.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fyoy0rwd7mbo91kmwb3av.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fyoy0rwd7mbo91kmwb3av.PNG" alt=" " width="538" height="508"&gt;&lt;/a&gt;&lt;br&gt;
As you can see, since the reference image node is connected to the another image node that generates the image, all I had to do was write a prompt in the simple, plain instruction for the PixAI to catch it. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd6iswy9jfb5ke1fskupb.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd6iswy9jfb5ke1fskupb.PNG" alt=" " width="800" height="414"&gt;&lt;/a&gt;&lt;br&gt;
Just like that…&lt;br&gt;
We have our first slide of the manga.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft1rl4kmm00nczrs7577v.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft1rl4kmm00nczrs7577v.PNG" alt=" " width="800" height="453"&gt;&lt;/a&gt;&lt;br&gt;
Thankfully, the reference pro made no mistake in the creation. Otherwise, we would have had to switch to the Edit Pro and continue with our edits.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcftjstafz1mt92bfdbba.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcftjstafz1mt92bfdbba.PNG" alt=" " width="800" height="406"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;What This Workflow Does Not Cover?&lt;/strong&gt;&lt;br&gt;
While this workflow prevents the headache of character drift and endless revisions, it is just as important to understand what PixAI isn't built to do and what you shouldn’t waste time trying to do.&lt;br&gt;
As we just tested, PixAI can generate high-fidelity individual images, animate those images, generate short clips, maintain character consistency across different scenes, and much more. However, it is not a full-suite manga creation or publishing tool. &lt;br&gt;
While you can absolutely use PixAI to generate comic panels and manga-style layouts, it is not built specifically for precise typography or exact page formatting. For that final professional polish, like adding clean speech bubbles and locking in exact page layouts, you will likely still want to take your generated assets into external editing software.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
Generating higher quality AI images is different. Writing a manga with a continuous sequence of similar characters, similar faces, and sometimes, similar faces in different outfits is entirely different. These are two antithetical ideas that require a completely different set of tools to tackle. &lt;br&gt;
Which is why, tackling manga with a generic AI generation tool is nothing but a suppressed problem that would magnify and blast at the worst moment possible. Instead, tackle it smartly at PixAI’s Studio.&lt;br&gt;
Connect the character sheet via the Reference Pro and let the generation begin. If you get extraordinary results, that’s cool, if you don't, run it through Edit Pro until your drawings becomes difficult to take the eye off.&lt;br&gt;
Create your next manga at PixAI and enjoy consistency that you would have never ever seen!&lt;/p&gt;

</description>
    </item>
    <item>
      <title>How to Build an AI Art Workflow for Anime: Generate, Edit, and Animate in One Workspace</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Thu, 03 Sep 2026 12:15:00 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/how-to-build-an-ai-art-workflow-for-anime-generate-edit-and-animate-in-one-workspace-43m3</link>
      <guid>https://dev.to/rajazohaibarshad/how-to-build-an-ai-art-workflow-for-anime-generate-edit-and-animate-in-one-workspace-43m3</guid>
      <description>&lt;p&gt;Honestly, the term AI art workflow is often misunderstood. It is not actually the software itself. The workflow is your actual creative process, the steps you take from generating a rough first idea to exporting a polished animation.&lt;br&gt;
To make that process smooth, you need a workspace that supports it. That is what PixAI Studio does. It puts all your generation and editing tools into one interface, so you can manage an entire project from start to finish without ever jumping between different apps.&lt;br&gt;
&lt;strong&gt;Why Use a Connected Workflow for Anime Creation?&lt;/strong&gt;&lt;br&gt;
Traditionally, if someone had to create a video, they would design a new character using an illustration software, before moving on to another one for cleaning it up and detailing, a minute later, sweating like one just finished a marathon, they would hop on to an animation software where he would be stuck for days—if not weeks—animating those characters. And, the process expands depending on frames per second and complexity of the video.&lt;br&gt;
Thankfully, we can skip that headache completely. PixAI Studio brings generation, editing, animation, and asset management straight into one connected workspace. You can handle everything right from a simple, straightforward interface without ever switching software.&lt;br&gt;
Allowing you to manage each and everything mentioned above right from one simple, easy-to-use, straightforward interface, without switching any software. &lt;br&gt;
You don’t have to repaint the same character again and again for each frame, nor do you switch between software for different tasks. You definitely do not want to export and upload the same assets repeatedly, neither do you have to worry about losing consistency across your project. &lt;br&gt;
It’s like PixAI locks you in with the canvas and all the brushes and colors you need to paint your next masterpiece, all you have to do is come up with a concept, pick the brushes up and paint the life into the lifeless canvas. Later in the following sections, we will learn to &lt;br&gt;
&lt;strong&gt;Plan the Workflow Around the Final Creative Goal&lt;/strong&gt;&lt;br&gt;
This is going to be a detailed demonstration looking over the entire AI art workflow and how to manage a project within it. But before that, it is essential to understand that AI art workflow starts with a sleek blank screen that stares back into your soul.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fb6gxx5wa36qj4onqisl6.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fb6gxx5wa36qj4onqisl6.PNG" alt=" " width="800" height="398"&gt;&lt;/a&gt;&lt;br&gt;
How you want to play around, the kind of nodes you should add, or which assets may need to be reused later, all that totally depends on your vision and what you are trying to build with it. &lt;br&gt;
For instance, if you wish to generate an animated OC introduction, you may need a sequence that includes a Text node for dialogue, an Image node for character posing, an Audio node for voiceover or music, and an Image-to-Video node for motion. However, if you just want to create an animated wallpaper, you would need fewer nodes, where one Image node connected to a Video node should be able to do the trick.&lt;br&gt;
Therefore, it’s essential to identify whether you are making a short video clip, a manga page, a character banner, a multi-shot scene, or whatever your intentions are, it’s better to be crystal clear about it before you jump on to the project.&lt;br&gt;
This tiny little mental map will save substantial time and will help make the canvas way cleaner, with way less clutter, and enhance your overall productivity.&lt;br&gt;
&lt;strong&gt;Understand the Building Blocks of an AI Art Workflow&lt;/strong&gt;&lt;br&gt;
Let’s understand the building blocks—or nodes—that make the canvas. A node is a block, just like a WordPress block that adds functionality to the canvas. An image node allows for uploading or generating images from prompts, these nodes could be connected to the video node, which enables the animation of the very image you just created.&lt;br&gt;
Each node is connected with a wire. This wire allows the transmission of data from one node to another. Connecting an image node to a video node allows for the video node to use the image node as a reference.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fnrs971dxu12484rqaqkf.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fnrs971dxu12484rqaqkf.PNG" alt=" " width="800" height="504"&gt;&lt;/a&gt;&lt;br&gt;
Similarly, along there on the list with image and video nodes, there is an audio and text node as well. Combining all of them allows you to manage an entire project without having to leave or switch software. This allows for enhanced productivity and also significantly lessens stress and the learning curve since you don’t have to master or at least make yourself familiar with the basics of several other software.&lt;br&gt;
&lt;strong&gt;Start from a Blank Canvas or a Ready-Made Template&lt;/strong&gt;&lt;br&gt;
Let’s start building from the blank canvas. We just learned about the nodes; these floating creative assets allow adding context to the blank as a stone canvas. However, starting with a blank page and filling it out with nodes is not the only way to start.&lt;br&gt;
You can also start a project with ready-made templates. You can choose from official ones or from PixAI’s generation. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flpavka20hbbomuxjfykl.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flpavka20hbbomuxjfykl.PNG" alt=" " width="800" height="398"&gt;&lt;/a&gt;&lt;br&gt;
If you are a beginner who doesn’t understand nodes or how to write prompts or how to connect them to one another, you can benefit from a ready-made template. For instance, this one:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flhcrozxdncly00ukamcw.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flhcrozxdncly00ukamcw.PNG" alt=" " width="799" height="400"&gt;&lt;/a&gt;&lt;br&gt;
As you can see, two “remove background” image nodes connected to another image node offer reference to generate a three-panel comic with humorous, witty dialogue. You may change the characters, prompt, add new nodes or delete the existing ones. &lt;br&gt;
By starting with a template, you are skipping the initial setup phase and jumping straight into creation. It provides a pre-configured node structure where inputs, connections, and outputs are already wired together correctly. All you need to do is swap in your own prompts, upload your original character (OC) assets, or adjust a few settings to make the workflow your own.&lt;br&gt;
If you are a master at your craft, however, then it’s better to go with the blank canvas, as it allows more deeper control and makes less clutter since you will only add nodes you actually need.&lt;br&gt;
&lt;strong&gt;Build a Complete Anime Art Workflow in PixAI Studio&lt;/strong&gt;&lt;br&gt;
Now that you have basic information about the AI art workflow, let’s create one in PixAI in seven super easy steps. Starting off with the one we already discussed earlier in this guide—deciding on what you want to create and how should the output be.&lt;br&gt;
&lt;strong&gt;Step 1. Define the creative goal&lt;/strong&gt;&lt;br&gt;
Begin with a clear goal about your project. For example, for this case study, we are going to create an original character who is a samurai, and he’s walking away from a field of battle. Now that you have a clear idea of what you need to create, let's move on to the second step.&lt;br&gt;
&lt;strong&gt;Step 2: Create or open the workspace&lt;/strong&gt;&lt;br&gt;
If you have one already, open it. Otherwise, create a new workspace. Head over to pixai.art, create a new account if you don’t have one already—it’s free of cost and doesn’t require credit card information—and go to Studio.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzfdvalx1dyfhg87zffhw.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzfdvalx1dyfhg87zffhw.PNG" alt=" " width="800" height="410"&gt;&lt;/a&gt;&lt;br&gt;
Click Open &lt;strong&gt;PixAI Studio&lt;/strong&gt; on the subsequent screen.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F0ogwc5k1vtpt5ibj10q2.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F0ogwc5k1vtpt5ibj10q2.PNG" alt=" " width="799" height="276"&gt;&lt;/a&gt;&lt;br&gt;
Choose a new Canvas and you should be inside at the blank canvas so empty like you came a little too early to a party. As we learned earlier, you can choose to start with completely blank ones—recommended for those familiar with this feature—or you can choose a template—new to the feature are welcomed to learn from previously made workflows.&lt;br&gt;
&lt;strong&gt;Step 3. Add the starting idea or asset&lt;/strong&gt;&lt;br&gt;
We have established that we are generating an OC who is walking away from a battlefield victorious. So, the initial idea or assets could be the battlefield he could walk out from or the character. Since we need to create an original one, let’s generate the character. &lt;br&gt;
Starting up with the basics, let’s generate a character—to make it easier to follow, we will be using a weirdly simple prompt. “Generate an image of a samurai.”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F7g05mjiqjwoaigr4tve3.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F7g05mjiqjwoaigr4tve3.PNG" alt=" " width="800" height="709"&gt;&lt;/a&gt;&lt;br&gt;
Now that we have the OC, we need the image of the battlefield where he will walk away from. Similarly, I added another image node and prompted the AI to create a battlefield after a massive, catastrophic sword fight. &lt;br&gt;
Build your characters with just a prompt. Alternatively, you can also upload your own material here as a reference. But I decided to create it with a prompt.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fi3ztnkood6xqrm0pudmy.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fi3ztnkood6xqrm0pudmy.PNG" alt=" " width="800" height="404"&gt;&lt;/a&gt;&lt;br&gt;
Once I have the assets ready, let’s move on to the next step.&lt;br&gt;
&lt;strong&gt;Step 4. Edit or expand the image&lt;/strong&gt;&lt;br&gt;
Now, let’s ensure the images look perfectly fine before we jump into the video creation process. If something is different than what you wished for, simply click the image and select the model for editing—PixAI Reference Pro is usually used for editing—and type in your prompt.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5samgsl342gmqbj20xtj.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5samgsl342gmqbj20xtj.PNG" alt=" " width="800" height="607"&gt;&lt;/a&gt;&lt;br&gt;
It is completely normal for the image to not turn out precisely how you wanted. In that case, add a reference for precision or try and write a more detailed prompt. Once the assets are intact, move on to the next step, which is…&lt;br&gt;
&lt;strong&gt;Step 5. Connect the nodes&lt;/strong&gt; &lt;br&gt;
As discussed, the image nodes act as the reference images for the video generation node. Just click the node that you want to drag the wire to the other node you want it to connect with. Ensure you have the “Move” tool and not the “Hand.” Since we also need audio for the video generation, I have also added an audio node and connected it to the video one.&lt;br&gt;
Alternatively, click the “Ref” button which is short for reference and you will be handed the wire that you can join to other nodes you want to use as reference.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft6ess31l30cip8lng6vd.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft6ess31l30cip8lng6vd.PNG" alt=" " width="800" height="404"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Step 6. Action!&lt;/strong&gt;&lt;br&gt;
Once everything is in position, we are prompting AI to generate the video. Again, as a reminder, the output depends entirely on the input. If your prompt is ambiguous or misses key details, AI would assume them and come up with undesired output. Hence, editing and redoing the videos are a vital part of the AI image or video generation journey.&lt;br&gt;
Here you go! The video that we generated is here.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9zz3k3qb7mzt9dxnt94h.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9zz3k3qb7mzt9dxnt94h.gif" alt=" " width="480" height="853"&gt;&lt;/a&gt;&lt;br&gt;
and this is how the workflow looks like. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fapcpx1y1kn45yewija9s.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fapcpx1y1kn45yewija9s.PNG" alt=" " width="800" height="404"&gt;&lt;/a&gt;&lt;br&gt;
Crazy, right?&lt;br&gt;
We just generated the character, the background, edited them, and created a video out of the two without switching software. All the tools needed are right within the reach, all you have to do is sit down and start painting.&lt;br&gt;
&lt;strong&gt;Reuse Existing Artwork and Continue a Character Project&lt;/strong&gt;&lt;br&gt;
As we learned just now, you do not have to start with a new generation every time. Sometimes, you can bring an existing piece of artwork or a previously created Original Character (OC) directly into your canvas and build an entire project around it.&lt;br&gt;
Instead of typing out long prompts to describe your character from scratch in every new scene, you can drag your existing PixAI generations into the workspace as anchor nodes. From there, you can use those initial assets to generate new poses, scenes, static images, videos—as we just did—or anything—it's creative work and the sky is your limit.&lt;br&gt;
This could easily be done by double-tapping anywhere and choosing Import from PixAI, or simply using this upload button from your toolbar.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvzxfl8w2bqymie80ul1s.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvzxfl8w2bqymie80ul1s.PNG" alt=" " width="800" height="396"&gt;&lt;/a&gt;&lt;br&gt;
For example, we chose this friend of ours from one of our previous articles, and used the “remove background” feature.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2vqyvb78mor4hrs8t4u2.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2vqyvb78mor4hrs8t4u2.PNG" alt=" " width="800" height="403"&gt;&lt;/a&gt;&lt;br&gt;
Similarly, you can incorporate more of PixAI’s generations into the canvas and use them as the starting point. And in no time, those static images would be talking, fighting, loving, or moving without you having to switch the software.&lt;br&gt;
&lt;strong&gt;Common AI Workflow Problems and How to Improve Them&lt;/strong&gt;&lt;br&gt;
In your creation journey, you might face some common hurdles, and this section is what you should do to reduce the chances of ever encountering them.&lt;br&gt;
&lt;strong&gt;Ensure your mental map is clear.&lt;/strong&gt; The example we saw earlier was a mundane idea of what this tool is capable of. Extended projects get messy and tons of wires overlapping each other is never a good sign. Hence, always ensure you are starting with a clear objective of what you wish to create and least amounts of nodes possible to keep the canvas crystal clean.&lt;br&gt;
&lt;strong&gt;Don't jump straight into generation before polishing the base image(s).&lt;/strong&gt; If the base image has a character with a distorted face, turning it into a video will only magnify those flaws. Always double check the reference images before moving on to the next steps.&lt;br&gt;
&lt;strong&gt;Be selective with source images for motion.&lt;/strong&gt; Highly cluttered scenes or images with heavy visual noise wouldn’t do as well as a clean video with readable lightning for animation.&lt;br&gt;
&lt;strong&gt;Avoid prompt overload.&lt;/strong&gt; If you need 20 changes, do so with 20 prompts. One prompt requesting 20 changes might yield unwanted results.&lt;br&gt;
&lt;strong&gt;Keep your wire paths logical.&lt;/strong&gt; It’s easy to accidentally link a draft prompt or an unedited image into your final video node, leading to unexpected results that make you question your settings. Take a second to trace your wire connections from left to right.&lt;br&gt;
&lt;strong&gt;When Is an AI Art Workflow Most Useful?&lt;/strong&gt;&lt;br&gt;
Before I conclude the article, it’s vital to note, PixAI Studio is not a feature for occasional standalone image generation where you throw in a prompt and PixAI generates an image of Naruto fighting his arch-nemesis. For that, the Generation section is where you should go.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fglwgsmlitjz34vinhhat.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fglwgsmlitjz34vinhhat.PNG" alt=" " width="799" height="380"&gt;&lt;/a&gt;&lt;br&gt;
This Studio, is more suitable for creators who produce several assets from one OC, users trying to animate their images, Manga or story creators developing related scenes while keeping the consistency of the characters, anyone who repeatedly reuses the same assets, or simply a project that demands multiple types of media—just like we created one above by adding images, videos, and an audio.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
Again, as a last reminder, be clear about your goals. Setting a pristine creative final checkpoint allows you to carry the canvas and nodes in a way that they are manageable, which eventually enables you to generate images, edit, and animate all from one unified web-based software.&lt;br&gt;
Moreover, I can’t stress the importance of active reviews throughout the project. Do not shy away from double-checking your reference images and the wires to ensure they are connected to the node they should be connected to. &lt;br&gt;
Also, do not overlook reusing existing assets across new scenes. It can save tons of time and saves you from writing ebook-length prompts just to define how your character’s clothes should be blowing into the wind.&lt;br&gt;
All things aside, just have fun. &lt;br&gt;
Go over there and share what you have got, even if your generation makes your character headless — yup, guilty! — get a good laugh out of it and regenerate or edit until you get it right. The brushes are in place, the canvas is ready; let’s head to PixAI and create the next masterpiece. &lt;/p&gt;

</description>
    </item>
    <item>
      <title>How to Animate a Manga Panel with AI: Turning a Single Frame into a Teaser</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Tue, 01 Sep 2026 16:30:18 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/how-to-animate-a-manga-panel-with-ai-turning-a-single-frame-into-a-teaser-4jl6</link>
      <guid>https://dev.to/rajazohaibarshad/how-to-animate-a-manga-panel-with-ai-turning-a-single-frame-into-a-teaser-4jl6</guid>
      <description>&lt;p&gt;A good manga panel doesn't need much to become a good teaser. Sometimes, it needs almost nothing.&lt;br&gt;
Keep the character still. Let the background move. Add a little wind. Slowly push the camera in. Just like that, a frame that was sitting still on the page becomes a few seconds of video.&lt;br&gt;
For manga and webtoon creators, AI tools that animate anime images offer a simple way to get more out of artwork they've already finished.&lt;br&gt;
You can turn a strong panel into a manga teaser video for Instagram Reels, YouTube Shorts, or TikTok without rebuilding the whole scene or sending it off to an animator.&lt;br&gt;
There’s a practical reason to consider it, too…&lt;br&gt;
Instagram Reels can reach 2.25× as many people as single-image posts, making them a useful format for getting your manga in front of more viewers.&lt;br&gt;
So, the real question is what should move, and what shouldn't.&lt;br&gt;
Ask AI to animate too much, and things can start going wrong. Facial features may shift, clean linework can get messy, and parts of the composition may change when you wanted them to stay put.&lt;br&gt;
You're not trying to remake the panel. You just want to add enough movement to make it feel alive.&lt;br&gt;
In this guide, we'll look at how to pick the right panel, write a motion prompt that works with the artwork you already have, and turn it into a short teaser for social media.&lt;br&gt;
&lt;strong&gt;Which Manga Panels Actually Work Well for Animation?&lt;/strong&gt;&lt;br&gt;
Before you upload anything, look through your pages. Not every panel needs to move.&lt;br&gt;
Simpler panels are usually easier to control. A character standing in the rain, for example, might already give you several natural options:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Rain can fall.&lt;/li&gt;
&lt;li&gt;Hair can move slightly.&lt;/li&gt;
&lt;li&gt;A coat can shift in the wind.&lt;/li&gt;
&lt;li&gt;&lt;p&gt;The camera can slowly push toward the character.&lt;br&gt;
That last option is worth remembering: the character does not always need to move.&lt;br&gt;
A strong expression can work surprisingly well with almost no character movement. A slow camera push can add tension without asking the model to redraw the face.&lt;br&gt;
Action panels can work too when the direction of movement is clear, such as:&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;A sword swing.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Someone running forward.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Falling debris.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Smoke moving across the background.&lt;br&gt;
Dense dialogue-heavy panels are harder to animate because text, speech bubbles, and detailed linework need to remain fixed.&lt;br&gt;
If the panel's impact depends on a precise facial expression or clean inked details, avoid asking for too much movement.&lt;br&gt;
There is also a storytelling decision to make.&lt;br&gt;
Don't automatically choose the first panel of your chapter. A dramatic reveal, character reaction, or cliffhanger may make a much stronger teaser.&lt;br&gt;
A teaser doesn't need to explain the whole chapter. It just needs to make someone think, ‘Wait... What happens next?’&lt;br&gt;
&lt;strong&gt;What about different manga styles?&lt;/strong&gt;&lt;br&gt;
Black-and-white manga, flat-color webtoons, and cel-shaded artwork can all work, but they have different strengths.&lt;br&gt;
Black-and-white linework makes small changes more noticeable, while flat-color and cel-shaded artwork can give the model clearer visual separation between elements.&lt;br&gt;
At the same time, any style can become distorted if you ask for too much movement.&lt;br&gt;
So before writing your prompt, ask yourself one simple question: What is already moving in this panel? That's your starting point.&lt;br&gt;
&lt;strong&gt;Protecting Your Original Art&lt;/strong&gt;&lt;br&gt;
Before you write the prompt, decide what should move and what needs to stay fixed.&lt;br&gt;
AI video models don't automatically know which parts of your artwork are precious. To you, that small line around the eye is part of the character. To the model, it's just another visual element.&lt;br&gt;
That's why focused motion usually works better than trying to animate the entire scene.&lt;br&gt;
Pick one or two movements that already make sense for the panel.&lt;br&gt;
Maybe the character's hair moves gently while rain falls in the background. Maybe smoke drifts behind the character while the camera slowly pushes in.&lt;br&gt;
You don't need to ask the character to turn, smile, move their hands, shift their body, and walk forward at the same time. More requested movement means more opportunities for the model to alter the original drawing.&lt;br&gt;
A useful rule is to describe what should move around the character, rather than asking the character to do too much.&lt;br&gt;
For example: Hair moves gently in the wind while rain falls in the background. Keep the character's face and body stable.&lt;br&gt;
If the first result changes the character's face or linework, don't assume the idea failed. Simply look at what may have caused it and remove unnecessary movement from the next attempt.&lt;br&gt;
&lt;strong&gt;How to Write a Motion Prompt for a Manga Panel&lt;/strong&gt;&lt;br&gt;
Writing a prompt for manga animation is different from prompting for a new illustration. You're not inventing a scene. You're describing what happens inside an existing moment.&lt;br&gt;
Let's say your panel shows a character standing in a doorway at night. Rain is visible behind them, their hair is slightly messy, and their expression is serious.&lt;br&gt;
You could ask for a dramatic character turn, camera rotation, flowing clothes, lightning, heavy rain, and cinematic movement. It sounds exciting, but it also gives the model plenty of opportunities to change the original drawing.&lt;br&gt;
A more controlled prompt might be:&lt;br&gt;
Slow camera push toward the character. Hair moves gently in the wind. Rain falls in the background. Keep the character's face, clothing details, linework, and composition stable.&lt;br&gt;
If you want to explore more advanced camera control and motion prompting, PixAI's v4.0 prompting guide goes deeper into how to structure prompts and guide the model's movement.&lt;br&gt;
Notice what the prompt does not ask for…&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;The character does not turn.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;They do not walk forward.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Their expression does not change.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;The background does not transform.&lt;br&gt;
The movement stays close to what the original panel already suggests.&lt;br&gt;
&lt;strong&gt;Let the panel suggest the motion&lt;/strong&gt;&lt;br&gt;
Look at where the character is facing and where the important elements sit in the original drawing.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;ol&gt;
&lt;li&gt;If the character is already facing right, a subtle camera pan in that direction can feel natural.&lt;/li&gt;
&lt;li&gt;If the character is looking down, a slow push toward the face can add tension.&lt;/li&gt;
&lt;li&gt;If
the panel has clear foreground and background separation, a small amount of depth movement can create a parallax effect without moving the character.
Webtoon creators should also consider the vertical composition. Make sure camera movement doesn't push important details off-screen.
Think of the prompt as an instruction for what should happen in this particular moment, not a description of an entirely new animation.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;strong&gt;A Practical Walkthrough: Let’s Turn a Manga Panel into a Teaser in PixAI&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Before we start the walkthrough, let’s go ahead and create the character sheet for our generated character. Here is the character.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbb5gfq3bxjbuv6g1p5je.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbb5gfq3bxjbuv6g1p5je.PNG" alt=" " width="790" height="597"&gt;&lt;/a&gt;&lt;br&gt;
A character sheet is not optional but one another necessity, especially for consistency. A character sheet serves as the definitive reference point for every physical detail, so the AI could match each detail regardless of the pose. That way the character wouldn’t be unrecognizable to say the very least.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5k5rl3y6yvjyq6ed9qzl.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5k5rl3y6yvjyq6ed9qzl.PNG" alt=" " width="798" height="400"&gt;&lt;/a&gt;&lt;br&gt;
With the static, clear picture, head over to AI tools in PixAI’s UI and navigate to “character sheet generator.”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F57076dkily5kvoqfcb79.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F57076dkily5kvoqfcb79.PNG" alt=" " width="797" height="395"&gt;&lt;/a&gt;&lt;br&gt;
Once in, upload the pic of your character and get the character sheet.&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxsisqovup49n45rcl8iq.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxsisqovup49n45rcl8iq.PNG" alt=" " width="393" height="673"&gt;&lt;/a&gt;&lt;br&gt;
Now for the walkthrough, let’s start with a close-up manga panel of a character looking toward something outside the frame. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5cvjve87z97b0snpv72e.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5cvjve87z97b0snpv72e.PNG" alt=" " width="395" height="590"&gt;&lt;/a&gt;&lt;br&gt;
The expression is serious. There is loose hair around the face. The background is dark and relatively simple.&lt;br&gt;
It is a good candidate because the face already carries the emotion, while the background gives you somewhere to introduce subtle movement.&lt;br&gt;
&lt;strong&gt;1.Prepare the panel&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Start with the cleanest version of the artwork you have.&lt;br&gt;
Crop it so the panel contains the part you actually want in the teaser. Don't leave unrelated page elements around it just because they happen to be on the original page.&lt;br&gt;
Pay attention to the final format too.&lt;br&gt;
If the teaser is going to become a vertical social post, think about that before you generate the video. You don't want to discover later that the character's face sits in an awkward position after cropping.&lt;br&gt;
&lt;strong&gt;2.Upload the panel to P&lt;/strong&gt;ixAI&lt;/p&gt;

&lt;p&gt;PixAI lets you use your existing manga artwork as the starting point for animation.&lt;br&gt;
You can upload an image, select a video model, choose a generation mode and duration, and write a motion prompt.&lt;br&gt;
This image-to-video tutorial walks through these controls in more detail.&lt;br&gt;
You can currently generate 5- or 10-second clips, while the v4.0 Preview family supports clips of up to 15 seconds.&lt;br&gt;
Now you're ready to move from the still panel to the animation itself.&lt;br&gt;
You’re giving PixAI the actual panel and asking it to introduce movement, rather than asking it to invent a new character that happens to look like your original.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;3Keep the first motion prompt simple&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5v9lcwrq9onkg17z2cvm.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5v9lcwrq9onkg17z2cvm.PNG" alt=" " width="800" height="354"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Keep the first motion prompt simple&lt;br&gt;
For this example, I'd start with:&lt;br&gt;
Slow camera push toward the character. Loose hair moves gently in the wind. Subtle movement in the background. Keep the facial features, clothing, linework, and composition stable.&lt;br&gt;
There is a reason the prompt is restrained.&lt;br&gt;
The face is the important part of my selected panel. The hair and background can provide motion without asking the model to redraw or change the character.&lt;br&gt;
For this test, I’m using PixAI's v3.2 model because I want to test the motion prompt on a simple panel before trying a higher-end generation.&lt;br&gt;
If you're curious about PixAI's higher-end video model, you can learn more in its v4.0 Preview overview.&lt;br&gt;
And here’s our first generation:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fnebi6zfb5z1lmjhgxwnf.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fnebi6zfb5z1lmjhgxwnf.gif" alt=" " width="80" height="107"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Don't just watch the clip once and decide whether it looks good. Pause it and check the important areas.&lt;br&gt;
Does the character still look like the original? Did the face or linework change? Did the hair move naturally, or did it start altering the hairstyle? Is the camera movement actually as subtle as you intended?&lt;br&gt;
The first result might be usable as-is. Or it might show you exactly what needs to change.&lt;br&gt;
For example, if the camera movement looks good but the character's face changes slightly, that's a sign to reduce the amount of movement in your next attempt.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;5.Adjust instead of adding more&lt;/strong&gt;&lt;br&gt;
For this panel, I wanted three things:&lt;br&gt;
The camera to slowly push toward the character.&lt;br&gt;
The loose strands of hair to move gently.&lt;br&gt;
The background to have a little movement.&lt;br&gt;
Everything else should stay put.&lt;br&gt;
If the character starts turning her head or her face changes, don't immediately add more instructions. Make the prompt smaller and more direct:&lt;br&gt;
The character remains still. Loose hair moves gently in the wind. The camera slowly pushes in. Keep facial features, clothing, linework, and composition unchanged.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzkrobro4ovfi3z0yvqpg.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzkrobro4ovfi3z0yvqpg.PNG" alt=" " width="610" height="304"&gt;&lt;/a&gt;&lt;br&gt;
Now the AI has a much narrower request. It doesn't need to decide how the character should move. It only needs to handle the hair and camera.&lt;br&gt;
&lt;strong&gt;6.Generate again and compare&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Now compare the two versions.&lt;br&gt;
The first clip may have more movement, but that doesn't automatically make it better. Look at the face, linework, hair, and overall feel of the panel.&lt;br&gt;
For this example, I'd favor the quieter version. The woman stays almost still, the camera slowly moves closer, and her loose hair shifts slightly.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Frdi8yr3aj8r5rlqvpp4d.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Frdi8yr3aj8r5rlqvpp4d.gif" alt=" " width="80" height="107"&gt;&lt;/a&gt;&lt;br&gt;
That works because her expression is already doing the storytelling. She is looking toward something outside the frame, so there is no need to make her turn or change expression.&lt;br&gt;
If the first version feels too busy, simplify it. Remove the background movement or tell the model to keep the character still.&lt;br&gt;
The goal isn't to make the panel move as much as possible. It's to make it move without losing what made the original panel work.&lt;br&gt;
&lt;strong&gt;Turning the Clip Into a Short-Form Teaser&lt;/strong&gt;&lt;br&gt;
Once you have a clean clip, the final step is making it feel like promotional content rather than an AI test.&lt;br&gt;
For Instagram Reels and YouTube Shorts, 9:16 is the natural starting point. Square 1:1 can make sense for feed-focused posts.&lt;br&gt;
Keep the edit simple. You might add a short line of dialogue from the chapter or a teaser such as: ‘She thought the fight was over…’&lt;br&gt;
Then cut to the animated panel.&lt;br&gt;
Audio and text are optional. The goal is to create enough curiosity for someone to stop scrolling and look for the chapter.&lt;br&gt;
You can use these teasers around a release schedule, too. Animate a cliffhanger before a chapter drops, highlight a character afterward, or use an atmospheric panel to remind readers that the next chapter is coming.&lt;br&gt;
Because you're starting with the original artwork, you can create these short promotional clips without rebuilding the visual from scratch.&lt;br&gt;
&lt;strong&gt;Final Thoughts&lt;/strong&gt;&lt;br&gt;
A finished manga panel is already doing most of the creative work.&lt;br&gt;
The character is there. The composition is there. The expression, lighting, and story beat have already been worked out.&lt;br&gt;
You’re just giving that moment a little movement.&lt;br&gt;
That’s why a good manga teaser doesn’t need dramatic animation. A blink, a few strands of hair moving, rain falling in the background, smoke drifting past, or a slow camera push can be enough to make a still panel feel alive.&lt;br&gt;
The trick is knowing when to stop.&lt;br&gt;
Keep the linework intact. Keep the movement connected to what’s already happening in the scene.&lt;br&gt;
If the original panel doesn’t suggest a big action, there’s usually no reason to force one into it.&lt;br&gt;
Pick one strong panel. Give it one clear movement. See what works.&lt;br&gt;
If you're already creating or refining manga and webtoon artwork in PixAI, its image-to-video workflow gives you a practical way to experiment without rebuilding the artwork from scratch.&lt;br&gt;
Start small. You can always add more movement later.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>How to Animate Anime Art with AI: Turn an Image into a Short Video</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Tue, 01 Sep 2026 12:12:14 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/how-to-animate-anime-art-with-ai-turn-an-image-into-a-short-video-61m</link>
      <guid>https://dev.to/rajazohaibarshad/how-to-animate-anime-art-with-ai-turn-an-image-into-a-short-video-61m</guid>
      <description>&lt;p&gt;Can you animate anime art with AI?&lt;br&gt;
Yes… You don’t need to redraw your anime art to make it move.&lt;br&gt;
Usually, adding a blink or some rain falling in the background is pretty enough to bring the image to life.&lt;br&gt;
The important part is to decide and tell the AI software what to animate exactly and what to leave completely still.&lt;br&gt;
So it helps to think about what the scene actually needs before you hit Generate.&lt;/p&gt;

&lt;p&gt;Here, you start with finished artwork. The character, composition, setting, and style are already there. You need to add the right amount of movement without losing what made the original image work.&lt;br&gt;
Below, we’ll cover how to select an image that’s suitable for animation, plan the motion, run the generation, and fix common glitches when the result doesn’t look right.&lt;br&gt;
&lt;strong&gt;How to Animate an Anime Image with AI: The Basic Workflow&lt;/strong&gt;&lt;br&gt;
When you use AI to animate an anime image, it usually breaks down into 7 fairly simple steps:&lt;/p&gt;

&lt;p&gt;Select a suitable source anime image.&lt;br&gt;
Decide what you want to move (and what you want to keep still).&lt;br&gt;
Be clear on how subtle or dynamic your animation should be.&lt;br&gt;
Add the image to an image-to-video workflow.&lt;br&gt;
Describe the movement you want as clearly and specifically as possible.&lt;br&gt;
Generate the first version.&lt;br&gt;
Watch it carefully and revise anything that does not look right.&lt;/p&gt;

&lt;p&gt;Don’t expect your first generation to be perfect. It’s just a test run.&lt;/p&gt;

&lt;p&gt;From there, you can tweak your instructions, adjust the movement, and generate again until you get the result you want.&lt;br&gt;
&lt;strong&gt;Start With Selecting the Right Source Image for Animation&lt;/strong&gt;&lt;br&gt;
The image you start with has a big effect on what happens next. That does not mean you need a perfectly simple illustration.&lt;br&gt;
Detailed anime artwork can work too. You just need to think about what the image is asking the AI to do.&lt;br&gt;
To make it easier for you, look for the following green flags in your source art:&lt;br&gt;
✔️ &lt;strong&gt;A clearly visible main subject&lt;/strong&gt;  → The character should be the main focus.&lt;br&gt;
✔️&lt;strong&gt;A readable silhouette&lt;/strong&gt;  → If you blacked out the character, could you still tell what pose they are in?&lt;/p&gt;

&lt;p&gt;✔️ &lt;strong&gt;Clean separation from the background&lt;/strong&gt;  → Distinct layers make it easier for the AI to move the character without twisting the view.&lt;/p&gt;

&lt;p&gt;✔️&lt;strong&gt;Finished visual details&lt;/strong&gt; → Crisp lines and clear anatomy give the AI a solid map to follow.&lt;/p&gt;

&lt;p&gt;Avoid these red flags (unless you love fixing mistakes):&lt;/p&gt;

&lt;p&gt;❌&lt;strong&gt;Crowded scenes&lt;/strong&gt;:  When too many characters are placed together, the AI can mix up their arms, legs, or other body parts.&lt;br&gt;
❌&lt;strong&gt;Cropped limbs or faces:&lt;/strong&gt;  If part of a hand or face is cut off, the AI usually tries to fill in the missing pieces as the camera moves. The results can get pretty weird.&lt;br&gt;
❌ &lt;strong&gt;Lots of text or UI elements:&lt;/strong&gt;  Text can easily become distorted once the image starts moving.&lt;br&gt;
❌ &lt;strong&gt;Conflicting actions:&lt;/strong&gt;  If a character is holding a sword but their pose looks like they're drinking tea, the AI may struggle to figure out which action to animate.&lt;br&gt;
Before you start, look at your image and ask yourself: What is the most obvious thing I want the viewer to notice?&lt;br&gt;
That is usually a good place to start.&lt;br&gt;
&lt;strong&gt;Decide What Should Move and What Should Remain Stable&lt;/strong&gt;&lt;br&gt;
The biggest mistake creators make when they first turn anime art into video is asking the AI to animate everything at once.&lt;/p&gt;

&lt;p&gt;You need to identify:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The main movement:&lt;/strong&gt;  What is the star of the show? (e.g., the character that you want the viewers to see moving).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting movement:&lt;/strong&gt;  What smaller movements can make the main action feel more natural? (e.g., hair shifting with the turn).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Stable elements:&lt;/strong&gt;  What must absolutely not change? (e.g., the facial features, the background scene).&lt;/p&gt;

&lt;p&gt;The best thing you can do is pick one motion and build the whole shot around it.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Choose Between Subtle Animation and a Larger Scene Change&lt;/strong&gt;&lt;br&gt;
Before writing your prompt, decide how much movement you actually need.&lt;br&gt;
Subtle or ambient motion&lt;br&gt;
This is about atmosphere…&lt;/p&gt;

&lt;p&gt;Think blinking, gentle breathing, hair swaying in a light breeze, rain falling, or a slow, cinematic camera drift.&lt;/p&gt;

&lt;p&gt;Best used for → Animated wallpapers, VTuber resting screens, atmospheric OC portraits, and social media loops.&lt;/p&gt;

&lt;p&gt;AI’s risk of breaking the anatomy is incredibly low because the underlying pixels aren't shifting drastically. And that’s exactly why it’s a safe starting point.&lt;br&gt;
&lt;strong&gt;Larger character or scene movement&lt;/strong&gt;&lt;br&gt;
This is about action…&lt;/p&gt;

&lt;p&gt;Think a character drawing a weapon, casting a glowing ability, walking forward, or a dramatic camera transition that changes the perspective entirely.&lt;/p&gt;

&lt;p&gt;Best used for → Manga teasers, game-inspired skill reveals, and short narrative moments.&lt;/p&gt;

&lt;p&gt;The more the character moves, the more the AI has to invent between the frames of your original image. That can mean more changes to anatomy, clothing, accessories, or even the background.&lt;/p&gt;

&lt;p&gt;So here, expect to do more revision work to keep the character looking like themselves.&lt;br&gt;
&lt;strong&gt;Write Clear Motion Instructions (Not Image Descriptions)&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;When you use an AI animated short generator, the AI already sees your image. It knows the character has blue hair and a red jacket.&lt;/p&gt;

&lt;p&gt;Do not waste your motion instructions describing the static image. If your prompt is ‘1girl, blue hair, red jacket, standing in the rain,’ nothing is going to move.&lt;/p&gt;

&lt;p&gt;Your motion instructions need to describe the physics and the camera. Tell the AI:&lt;/p&gt;

&lt;p&gt;Who/what moves → ‘The character's hair blows wildly to the left.’&lt;br&gt;
The speed → ‘Slow, heavy camera pan.’&lt;br&gt;
The environment → ‘Rain streaks across the foreground, neon lights flicker.’&lt;br&gt;
The negative space → ‘Character's face and body remain perfectly stable and locked in place.’&lt;/p&gt;

&lt;p&gt;For example, here’s a subtle motion prompt:&lt;/p&gt;

&lt;p&gt;‘Slow push-in camera. Dust motes float in the light beam. Character blinks slowly and breathes gently. Background remains completely static.’&lt;/p&gt;

&lt;p&gt;And below’s an action motion prompt:&lt;/p&gt;

&lt;p&gt;‘Fast camera zoom out. Character swings sword, creating a glowing arc. Cape flares out dynamically. Sparks fly from the blade.’&lt;/p&gt;

&lt;p&gt;Keep it focused: one clear directive is better than a paragraph of conflicting actions.&lt;br&gt;
&lt;strong&gt;A Practical Anime Image-to-Video Workflow with PixAI Studio&lt;/strong&gt;&lt;br&gt;
Now let’s put all the ideas we discussed above into practice.&lt;/p&gt;

&lt;p&gt;We’re going to use PixAI Studio. I am using it because it’s a connected creative workspace. You don't have to bounce between a generation app, an editing app, and a video app.&lt;/p&gt;

&lt;p&gt;You can keep your static image and your text/video assets all on the exact same canvas.&lt;/p&gt;

&lt;p&gt;If you are totally new to the layout, the PixAI Studio getting-started guide breaks down the UI clearly.&lt;/p&gt;

&lt;p&gt;Let’s run through a real case study. We have an anime OC standing in a rainy, neon-lit city scene. We want to turn that still illustration into a short atmospheric clip for social media.&lt;/p&gt;

&lt;p&gt;Below’s exactly how it gets done.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Step 1: Define the final animation goal&lt;/strong&gt;&lt;br&gt;
Start by deciding what you're actually making. Simply put, you need to keep the end goal in mind.&lt;br&gt;
Maybe you want an OC introduction for social media. Maybe it’s a teaser for a manga or webtoon. Maybe you want a short loop for an animated wallpaper.&lt;br&gt;
For this example, let's say the goal is a short atmospheric OC scene.&lt;br&gt;
Goal: A 5-second atmospheric loop for TikTok &amp;amp; Instagram Reels.&lt;br&gt;
Vibe: Neo-noir, lonely, and cinematic.&lt;br&gt;
Main motion: Rain falling, neon reflections shifting, and a subtle, tense breathing motion from the character. No walking or talking, just pure mood.&lt;br&gt;
&lt;strong&gt;Step 2: Add the existing anime artwork&lt;/strong&gt;&lt;br&gt;
We are starting with an anime illustration of our OC standing under a transparent umbrella in the rain.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwou1hi5kv5nppsicyzez.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwou1hi5kv5nppsicyzez.PNG" alt=" " width="395" height="659"&gt;&lt;/a&gt;&lt;br&gt;
Why this image in particular?&lt;/p&gt;

&lt;p&gt;Because the character is sharply in focus, the city background is slightly blurred (creating natural depth), and the silhouette is clean against the bright neon lights. &lt;/p&gt;

&lt;p&gt;These factors make it a perfect candidate for an anime image-to-video generator.&lt;br&gt;
&lt;strong&gt;Step 3: Connect the image to the video generation step&lt;/strong&gt;&lt;br&gt;
Now, I’d select ‘First frame to video’ and go inside.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmxw0yvbsis0934c9m3er.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmxw0yvbsis0934c9m3er.PNG" alt=" " width="789" height="335"&gt;&lt;/a&gt;&lt;br&gt;
Once I am in, I’ll add my OC illustration in the image node. It looks like this:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdwghofh9nif4dbfdbwrr.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdwghofh9nif4dbfdbwrr.PNG" alt=" " width="778" height="343"&gt;&lt;/a&gt;&lt;br&gt;
This static image is our source asset for the video stage.&lt;br&gt;
&lt;strong&gt;Step 4: Add the motion instructions&lt;/strong&gt;&lt;br&gt;
Now describe the movement. And remember the rule: we need to describe the physics, not the picture.&lt;br&gt;
I’d not want the AI to mess up the character's face, so I’m explicitly telling it to focus on the environment and subtle body mechanics.&lt;br&gt;
And here’s my exact prompt that I’ll add in the tool now:&lt;/p&gt;

&lt;p&gt;Cinematic slow push-in camera. Heavy rain falling in the foreground. Neon city lights flicker and reflect in puddles. Character breathes subtly, shoulders rising and falling. Face and hands remain completely locked and stable. Moody cyberpunk atmosphere.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fisev2ga85uewha9kog5l.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fisev2ga85uewha9kog5l.PNG" alt=" " width="785" height="338"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Step 5: Generate the first video&lt;/strong&gt;&lt;br&gt;
Let’s hit Generate and wait for the first result.&lt;/p&gt;

&lt;p&gt;It took a few minutes, and here it is:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd8rykq6pykyn78cd6f4k.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd8rykq6pykyn78cd6f4k.gif" alt=" " width="400" height="711"&gt;&lt;/a&gt;&lt;br&gt;
The result checks many of the boxes I mentioned in my prompt.&lt;br&gt;
The atmosphere is great. The rain looks fantastic. And the neon flicker really sells the cyberpunk vibe. The face &amp;amp; hands also stay relatively still (which is exactly what I wanted).&lt;br&gt;
Overall, these factors make it a good starting point.&lt;br&gt;
But there’s one problem: the motion feels a little too rushed. It needs to be subtler &amp;amp; calmer.&lt;br&gt;
&lt;strong&gt;Step 6: Review &amp;amp; revise the result&lt;/strong&gt;&lt;br&gt;
The first result is pretty good, but I’m not completely happy with the movement yet.&lt;br&gt;
It feels a little too rushed, so I’m going to make the motion more subtle.&lt;br&gt;
I’m going back to my prompt and changing the animation instructions.&lt;br&gt;
Instead of having too much movement, I’m asking for subtle, slow motion while keeping the character’s face and hands still.&lt;br&gt;
And I’ll let the rain and background effects carry most of the movement instead.&lt;br&gt;
&lt;strong&gt;Step 7: Generate &amp;amp; present the revised short&lt;/strong&gt;&lt;br&gt;
Now, I’ll make the changes mentioned above to the prompt and hit Generate again to see if I can get a smoother, more controlled result.&lt;br&gt;
Here’s the second generation:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9jfq7rfk0wivf7dx1het.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9jfq7rfk0wivf7dx1het.gif" alt=" " width="400" height="711"&gt;&lt;/a&gt;&lt;br&gt;
Damn, this is it…&lt;br&gt;
I got the vibe I was going for. The motion is much more subtle this time, which is exactly what I was after.&lt;br&gt;
The eye blink is gone, but honestly, I think that’s fine. It actually helps keep the animation more subtle and lets the anime aesthetic shine through.&lt;br&gt;
So, I’m happy with this result.&lt;br&gt;
That said, you may need more than one revision to get the movement exactly where you want it.&lt;br&gt;
And that’s completely normal when creating AI anime animation from an illustration.&lt;br&gt;
Small changes to the prompt can produce noticeably different results… So don’t be afraid to refine it and generate another version.&lt;br&gt;
PixAI Studio supports this kind of connected creative process, too.&lt;br&gt;
You can reuse existing artwork and work with related image and video assets on the same canvas, which makes it easier to keep refining your animation without starting from zero.&lt;br&gt;
&lt;strong&gt;Keep the Character and Visual Direction Recognizable&lt;/strong&gt;&lt;br&gt;
One of the biggest concerns when you animate anime art is losing what made the original illustration special.&lt;br&gt;
You don't necessarily need every frame to reproduce every pixel of the source image. But the character &amp;amp; overall visual direction should still feel connected to the original.&lt;br&gt;
A few things can help here, like:&lt;br&gt;
Start with a finished image: The stronger your source artwork is, the better foundation you have for the animation.&lt;br&gt;
Keep the main movement focused: A clear action is easier to control than several major actions happening at once.&lt;br&gt;
Use camera movement strategically: If you don't need the character to move their entire body, a subtle camera push or pan can add energy without requiring as much character movement.&lt;br&gt;
Watch the important details: Pay particular attention to the face, hair, clothing, accessories, hands, and proportions when reviewing the result.&lt;br&gt;
Match background movement to the character: If the character's hair is blowing strongly but nothing else in the scene responds to the wind, the result may feel less convincing.&lt;br&gt;
And don't automatically accept the first generation.&lt;br&gt;
If a section looks unstable, revise it.&lt;br&gt;
A shorter or simpler animation can sometimes work better than a more ambitious one that changes too much.&lt;br&gt;
&lt;strong&gt;Add Text or Audio Only When the Project Needs It&lt;/strong&gt;&lt;br&gt;
You can add text or audio if the project needs them. However, you don't need both for every project. Let’s look at a few examples:&lt;br&gt;
An animated wallpaper might work better with no text or sound at all.&lt;br&gt;
A manga teaser might benefit from a short title.&lt;br&gt;
An OC introduction could use music (or a voice line).&lt;br&gt;
Think about what the animation is supposed to do before adding extra elements.&lt;br&gt;
Remember this important rule: More does not automatically make the video better. Sometimes the artwork and movement are enough.&lt;br&gt;
&lt;strong&gt;Creative Uses for Animated Anime Artwork&lt;/strong&gt;&lt;br&gt;
Once you understand how to turn illustration into animation, you stop looking at your art portfolio as a graveyard of static JPEGs. You start seeing opportunities.&lt;br&gt;
&lt;strong&gt;Animated OC introductions&lt;/strong&gt;&lt;br&gt;
Give your original character a little more life.&lt;br&gt;
A blink, a change in expression, moving hair, or a small camera movement can turn a character sheet into something that feels more like a scene.&lt;br&gt;
&lt;strong&gt;Manga or Webtoon teasers&lt;/strong&gt;&lt;br&gt;
You do not need to animate an entire manga. Take one strong panel and add movement.&lt;br&gt;
A character can look toward the viewer. Rain can fall. A light can flicker. The camera can slowly move through the frame.&lt;br&gt;
That can be enough to create a teaser for a larger story.&lt;br&gt;
&lt;strong&gt;Game-inspired character scenes&lt;/strong&gt;&lt;br&gt;
If you create game-inspired artwork, you can turn a still character image into something resembling a short skill animation, battle moment, or character introduction.&lt;br&gt;
Just keep in mind that larger movements usually require more experimentation.&lt;br&gt;
&lt;strong&gt;Animated wallpapers&lt;/strong&gt;&lt;br&gt;
This is one of my favorite uses for subtle animation.&lt;br&gt;
A character standing beneath falling snow. A city at night with flickering lights. Hair gently moving in the breeze. Or even a slow camera drift.&lt;br&gt;
You don’t need dramatic action to make a wallpaper feel alive.&lt;br&gt;
&lt;strong&gt;Social media shorts&lt;/strong&gt;&lt;br&gt;
You can also turn finished artwork into short-form video content because algorithms heavily favor video.&lt;br&gt;
Instead of posting the same still illustration, create a few seconds of movement and use it as a short clip.&lt;br&gt;
That gives your existing artwork another use without requiring you to create an entirely new illustration.&lt;br&gt;
&lt;strong&gt;Common Anime Image-to-Video Problems and How to Fix Them&lt;/strong&gt;&lt;br&gt;
Your first result may not look right, and that’s normal. Here are some of the problems worth checking first.&lt;br&gt;
&lt;strong&gt;The character changes too much…&lt;/strong&gt;&lt;br&gt;
Try reducing the amount of character movement. Simplify the instruction and focus on one small action.&lt;br&gt;
&lt;strong&gt;The face becomes unstable…&lt;/strong&gt;&lt;br&gt;
Avoid combining a lot of facial movement with large camera or body movement. A simpler animation can preserve the character better.&lt;br&gt;
&lt;strong&gt;The hands or clothing look strange…&lt;/strong&gt;&lt;br&gt;
Check whether you are asking for too much movement. If those details are not important to the scene, keep them stable.&lt;br&gt;
&lt;strong&gt;The background starts moving…&lt;/strong&gt;&lt;br&gt;
Be more specific about what should remain still. You can also reduce environmental movement.&lt;br&gt;
&lt;strong&gt;The animation feels too weak…&lt;/strong&gt;&lt;br&gt;
Add one supporting motion instead of changing everything. For example, combine a slow camera push with gentle hair movement.&lt;br&gt;
&lt;strong&gt;The animation feels chaotic…&lt;/strong&gt;&lt;br&gt;
Go back to the main idea: What was the one thing you wanted the viewer to notice? Make that the center of the animation and remove anything that distracts from it.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
Learning how to animate anime art with AI doesn't mean turning every still image into a complex movie scene.&lt;/p&gt;

&lt;p&gt;It simply starts with choosing a source image that has strong bones.&lt;/p&gt;

&lt;p&gt;You need to decide and tell AI clearly what should move and what should stay locked in place. Then, review and revise the output until the character's identity remains perfectly intact.&lt;/p&gt;

&lt;p&gt;So, pick your best illustration, drop it into the PixAI Studio canvas, and give it the movement it deserves. Your characters are waiting to breathe.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Why an Animated Intro Changes How People See Your Character</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Tue, 25 Aug 2026 19:29:47 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/why-an-animated-intro-changes-how-people-see-your-character-bd9</link>
      <guid>https://dev.to/rajazohaibarshad/why-an-animated-intro-changes-how-people-see-your-character-bd9</guid>
      <description>&lt;p&gt;You never get a second chance to introduce your OC.&lt;br&gt;
Someone can see the character for two seconds and decide to keep scrolling. Not because the design is bad. They just haven't been given much reason to stop yet.&lt;br&gt;
A great design deserves better odds than a static post that gets lost in the feed.&lt;br&gt;
That's where an animated intro can change things. Instead of simply showing people what your character looks like, you can show them how that character feels.&lt;br&gt;
A slow camera push or a slight change in expression can already change the way people read the character.&lt;br&gt;
You don't have to make them run across the screen or throw in a big action sequence. Sometimes the character just needs to look at the camera at the right moment.&lt;br&gt;
That's part of why short character reveals have become such a useful format for anime creators and VTubers looking to create an OC introduction video with AI.&lt;br&gt;
They give the character a moment to make an entrance instead of asking the viewer to stop and study a static character.&lt;br&gt;
Now, if you're looking to animate an anime image with AI into this kind of reveal, the process can be much simpler than it sounds.&lt;br&gt;
Start with the image you want people to see, then think about what should happen around it. &lt;br&gt;
Maybe the camera moves closer while the character stays mostly still. Maybe their hair moves with the wind. Maybe they turn their head just before the final shot.&lt;br&gt;
That's often enough to make the clip feel like an actual introduction instead of just a moving picture.&lt;br&gt;
So, let's get into the process and see how you can build that kind of reveal with AI.&lt;br&gt;
&lt;strong&gt;Preparing Your Character Image for Animation&lt;/strong&gt;&lt;br&gt;
Before you start animating, take a close look at the image you're using. The source image does a lot of the heavy lifting, so you want the character to be clear and easy to read.&lt;br&gt;
For an OC introduction, a full-body or three-quarter view usually works better than a close-up or complicated action pose.&lt;br&gt;
You want the silhouette and important design details to stay visible as the character moves.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmhn6go6j1lt9tiag5rhi.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmhn6go6j1lt9tiag5rhi.PNG" alt=" " width="233" height="390"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;So…. This is Mira, the OC we’ll use throughout the walkthrough. We’re keeping her pose simple so her character design stays clear when we start animating.&lt;br&gt;
The expression matters too. A neutral or slightly confident look gives you more room to play with later.&lt;br&gt;
You can have the character glance at the camera or change their expression without fighting against an already dramatic emotion.&lt;br&gt;
Image quality matters too…&lt;br&gt;
A sharp, high-resolution image gives the model more visual information to work with, which can help produce a cleaner animation.&lt;br&gt;
If you created the character in PixAI using a consistent LoRA, you can take that image directly into the image-to-video panel, without any extra preparation needed.&lt;br&gt;
&lt;strong&gt;Structuring the Reveal: What the Clip Should Do&lt;/strong&gt;&lt;br&gt;
Once you have a strong source image, don't start by asking how much you can animate.&lt;br&gt;
Think about what the viewer should see first, what makes them notice the character, and what they should be left with at the end.&lt;br&gt;
The exact pacing can depend on the character and where you're posting it.&lt;br&gt;
A quick TikTok or Short needs to get to the point, while a VTuber intro can give the reveal a little more breathing room.&lt;br&gt;
A simple structure works well here, like → build a little anticipation, reveal the character, then give them a moment to land.&lt;br&gt;
Start with the anticipation.&lt;br&gt;
The camera might slowly push in or pan across the scene before settling on Mira (our OC example).&lt;br&gt;
At the same time, small things in the background can keep the shot from feeling frozen. Wind, floating particles, or a shift in lighting can do that without asking Mira to move.&lt;br&gt;
Then give her one clear moment. She might look toward the camera, lift a hand, or let her hair move as she turns.&lt;br&gt;
You don't need several actions packed into a few seconds. Keep it minimal. One good movement will usually read better.&lt;br&gt;
Then let the shot breathe.&lt;br&gt;
Keep Mira (or your OC) clearly visible in the final frame so the viewer can actually see the character, and so that frame still works if someone pauses it or shares a screenshot.&lt;br&gt;
&lt;strong&gt;Writing the Motion and Camera Prompt&lt;/strong&gt;&lt;br&gt;
For this kind of intro, don't treat the prompt like a description of the whole character. The image is already doing most of that work.&lt;br&gt;
Instead, tell PixAI what Mira does and what the camera does.&lt;br&gt;
For an example:&lt;br&gt;
Mira stands calmly as her hair moves gently in the wind. She slowly turns her head and looks toward the camera with a slight confident smile. The camera slowly pushes in from a medium shot to a close-up. Soft particles drift through the background.&lt;br&gt;
The first part gives the model Mira's movement. The second tells it how you want the shot to move.&lt;br&gt;
PixAI v4.0 Preview also has native camera control, so you can use that when you want a cleaner cinematic move instead of relying entirely on the prompt.&lt;br&gt;
If you want to get more out of the model, you can also check out this PixAI v4.0 prompting guide.&lt;br&gt;
Its reference system can help keep the character anchored while the camera moves, and you can add a voice line when you want the OC to speak during the reveal.&lt;br&gt;
Audio is optional, but a short voice line, sound effect, or music cue can make the reveal feel more like a finished character introduction rather than just an animation test.&lt;br&gt;
In short, keep the prompt focused. One or two clear character actions and one clear camera move are usually easier to work with than trying to direct an entire scene at once.&lt;br&gt;
&lt;strong&gt;A Practical Walkthrough: Building an OC Introduction Video in PixAI&lt;/strong&gt;&lt;br&gt;
Now that we have Mira's source image and know what we want the reveal to do, let's put it together in PixAI.&lt;/p&gt;

&lt;p&gt;I'll keep the first attempt simple: Mira stays mostly still, turns toward the camera, and the camera slowly moves closer.&lt;/p&gt;

&lt;p&gt;The goal is to make her feel like she's making an entrance without cramming too much movement into a short clip.&lt;/p&gt;

&lt;p&gt;That's what makes a simple animated character intro work: the movement supports the character instead of distracting from her. &lt;br&gt;
&lt;strong&gt;1. Upload the source image&lt;/strong&gt;&lt;br&gt;
I started with the Mira image we had above and moved it into PixAI's image-to-video workflow. &lt;br&gt;
Since the character already has the look we want, there is no need to regenerate her or create a separate animation image.&lt;br&gt;
For the first test, I'll use v4.0 Preview so I can see how it handles the motion and camera movement.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flq3na8n2quwnxvoxu0xs.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flq3na8n2quwnxvoxu0xs.PNG" alt=" " width="650" height="298"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;2. Keep the first reference simple&lt;/strong&gt;&lt;br&gt;
For this test, I'm using Mira's source image as the only reference. There is no need to add extra images when the character is already clearly visible, and we're keeping the camera movement fairly simple.&lt;br&gt;
And there's a reason for keeping it this simple…&lt;br&gt;
If the first result doesn't behave as expected, it's easier to understand what needs changing when we're not introducing several reference images at once. &lt;br&gt;
That said, PixAI's v4.0 Preview supports multiple reference images, so you can add more when a scene needs extra visual guidance. For this reveal, though, one strong reference keeps things straightforward.&lt;br&gt;
&lt;strong&gt;3. Add the motion prompt&lt;/strong&gt;&lt;br&gt;
I'm not going to describe Mira's entire appearance again. The source image already does that.&lt;br&gt;
Instead, I'm using the prompt we planned earlier to tell PixAI what she should do and how the scene should move:&lt;br&gt;
&lt;em&gt;Mira stands calmly as her long blue hair moves gently in the breeze. She slowly turns her head toward the camera and gives a subtle, confident smile. The camera slowly pushes in toward her face. Soft particles drift through the background. Keep Mira's appearance, hairstyle, outfit, and facial features consistent with the source image. Smooth, natural motion and soft cinematic lighting.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F75cg3vorj64yt70wkceh.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F75cg3vorj64yt70wkceh.PNG" alt=" " width="625" height="285"&gt;&lt;/a&gt;&lt;br&gt;
The prompt has a fairly simple job.&lt;br&gt;
Mira's movement comes first; the camera movement is clearly stated, and the background motion stays subtle. That gives the model fewer things to juggle in one short clip.&lt;br&gt;
&lt;strong&gt;4. Generate the first version&lt;/strong&gt;&lt;br&gt;
I'll generate the first 5-second clip in v4.0 Preview and watch the whole thing before changing anything.&lt;br&gt;
I'm looking for a few things:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Does Mira stay recognizable?&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Does she actually turn toward the camera?&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Is the camera push-in noticeable but smooth?&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;And does the final frame leave us with a clear view of her?&lt;br&gt;
I don’t expect this first generation to be perfect. It gives me something concrete to judge and adjust.&lt;br&gt;
Here’s the first result we got:&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fb13jnady9e6ta36pf12x.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fb13jnady9e6ta36pf12x.gif" alt=" " width="80" height="142"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;5. Decide what needs changing&lt;/strong&gt;&lt;br&gt;
The first generation gives me something concrete to work with. Rather than rewriting the whole prompt immediately, I look for a part that isn't doing its job.&lt;br&gt;
And that part is that the character movement feels a little too static.&lt;br&gt;
Mira already turns toward the camera, but I want one small gesture to make the reveal feel more alive without turning it into a complicated animation.&lt;br&gt;
So, for the second generation, I add a subtle hand movement and a natural blink:&lt;br&gt;
&lt;em&gt;Mira stands calmly as her long blue hair moves gently in the breeze. She slowly brings her hands slightly closer together while turning her head toward the camera. She gives a natural blink, then makes direct eye contact with a subtle, confident smile. The camera slowly pushes in toward her face. Keep Mira's appearance, hairstyle, outfit, facial features, and body proportions consistent with the source image. Smooth, natural motion and soft cinematic lighting.&lt;/em&gt;&lt;br&gt;
Let’s hit Generate.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft6e026yvra32vf57n23k.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft6e026yvra32vf57n23k.PNG" alt=" " width="641" height="294"&gt;&lt;/a&gt;&lt;br&gt;
I kept everything else the same so I could see whether those small changes actually made the introduction feel more engaging.&lt;br&gt;
&lt;strong&gt;6. Generate the final version&lt;/strong&gt;&lt;br&gt;
For the second generation, I make two small changes to Mira's movement: I have her bring her hands slightly closer together and add a natural blink as she turns toward the camera. &lt;br&gt;
Everything else stays the same, including the camera push-in, hair movement, lighting, and overall pacing.&lt;br&gt;
And honestly, I love how this version turns out.&lt;br&gt;
&lt;strong&gt;PixAI v4.0 Preview understood the assignment almost exactly as written.&lt;/strong&gt;&lt;br&gt;
Mira made the small hand movement, blinked naturally, turned toward the camera, and held that confident expression without losing the character design.&lt;br&gt;
At this point, I'm happy with the result, so there’s no reason to keep adding movement just for the sake of it.&lt;br&gt;
And here's the final result:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fpreihxqlk8kbyd02tibi.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fpreihxqlk8kbyd02tibi.gif" alt=" " width="200" height="356"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;7. Format the clip for social media&lt;/strong&gt;&lt;br&gt;
For Mira's final reveal, I’m using a 9:16 vertical format because I want to post it as an Instagram Reel.&lt;br&gt;
This same format also works for TikTok and YouTube Shorts, so I can reuse the clip there without changing the composition.&lt;br&gt;
I’m also keeping Mira clearly visible in the final frame rather than ending the clip during the camera movement.&lt;br&gt;
That gives viewers a clean moment to take in her design and makes the reveal feel finished rather than cut off.&lt;br&gt;
&lt;strong&gt;Using PixAI's Generation and Editing Tools to Prepare the Source Image&lt;/strong&gt;&lt;br&gt;
Not everyone starts with a finished OC image, and that's completely fine. If you don't have one yet, you can build that part in PixAI before moving into video.&lt;br&gt;
Start in PixAI's image generation workflow and create the character you want to introduce.&lt;br&gt;
If you're planning to reuse the same OC later, a character LoRA can help keep the design consistent across generations.&lt;br&gt;
You can also learn more about character consistency in PixAI if you want to keep the same OC recognizable across different images.&lt;br&gt;
And if you already have a character image but want to change the pose, outfit, background, or another detail, Reference Pro can work from uploaded images rather than starting from text alone.&lt;br&gt;
Once you're happy with the image, move it into Image-to-Video. This keeps the whole process in one workflow, from creating the character to turning that character into a video.&lt;br&gt;
You can create the character, refine the artwork, and then animate the image you actually want to show. You don't have to rebuild the character just to move from image creation to video.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
An animated OC introduction doesn't need to be a huge production to make an impression.&lt;br&gt;
A strong character image and a clear idea of how you want the reveal to feel, along with a focused motion prompt, can already turn a static design into an anime character video with AI that people want to watch.&lt;br&gt;
The format also fits naturally into the spaces where OC creators already share their work.&lt;br&gt;
A short vertical reveal gives your character a moment to make an entrance, show a little personality, and give viewers something worth pausing or sharing.&lt;br&gt;
And as we saw with Mira, you don't need to get everything perfect on the first generation.&lt;br&gt;
Start simple, see how the motion comes together, then make the small changes that actually improve the reveal.&lt;br&gt;
If you have an OC sitting in your gallery right now, give them an entrance. Try the workflow in PixAI and see what you can bring to life.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>How to Edit Anime Images with AI: Change Poses, Objects, Text, and Backgrounds</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Wed, 19 Aug 2026 11:57:01 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/how-to-edit-anime-images-with-ai-change-poses-objects-text-and-backgrounds-2p66</link>
      <guid>https://dev.to/rajazohaibarshad/how-to-edit-anime-images-with-ai-change-poses-objects-text-and-backgrounds-2p66</guid>
      <description>&lt;p&gt;You must be here because you just generated an AI image of your favorite anime character, and the AI generator did a miraculous job at it, except one tiny detail seems off. Perhaps like a thriller novel with a not-so-good ending that keeps you at the edge of your seat only to disappoint at the very end. &lt;br&gt;
You put the image back into the machine and tell it to change that one specific detail. Maybe the outfit is a little different than what you wanted, or the hair didn’t turn out quite how you wanted, or the lighting makes it look a slightly different shade.&lt;br&gt;
And it returns with an image that makes you sit there striking the Thinker pose, pondering what word even triggered a generation like that.&lt;br&gt;
Regenerating an entire image from scratch to fix a single detail is inefficient. It can mess up the character consistency, deplete credits and time, or return a completely different, unrelated picture.&lt;br&gt;
Therefore, this article explores how to actually edit anime images with AI using PixAI’s new Tsubaki.3 without losing the image or your temper in the process.&lt;br&gt;
&lt;strong&gt;Why Editing an Anime Image Is Different from Generating a New One&lt;/strong&gt;&lt;br&gt;
Before we jump into the process, let’s take a moment to understand how editing is different from generating a new one. The process seems rather similar: you type in a prompt, the software takes a few minutes to generate the image, and you are handed your image according to your prompt. &lt;br&gt;
However, the process in the back isn’t similar. The AI creates an image entirely from noise based on your text prompt. It’s a rather unpredictable process where, regardless of how detailed your prompt was, you can get a result that may or may not be precisely what you wanted. &lt;br&gt;
Editing, on the other hand, does not coerce AI to generate a completely new image from scratch. Instead, it uses your existing picture as a reference image and only alters the unusual or unwanted part of the image that your prompt is concerned about. Unlike a new generation, it’s highly controlled. You can expect the changes more often than not; you get pretty accurate results, especially with a dedicated pro AI image editor for anime, like PixAI. &lt;br&gt;
The core problem is preserving the character. People often create manga or write stories that require one specific character in dynamic situations. The same character, same face, but in hundreds of different positions, while the lighting stays the same somewhere and changes at the other.&lt;br&gt;
&lt;strong&gt;When Should You Edit Instead of Regenerate?&lt;/strong&gt;&lt;br&gt;
If you have already generated an image and are uncertain about whether you need it to generate a completely new one or editing could do the trick, here are a couple of conditions where editing would save credits, time, and preserve your mood:&lt;br&gt;
&lt;strong&gt;Minor changes:&lt;/strong&gt; The image already seems to be precisely what you want except for one or two minor changes. Let’s say the noise seems to be unbearable or there is a specific object that you need removed; that’s when editing should do the trick.&lt;br&gt;
&lt;strong&gt;You only dislike one character detail:&lt;/strong&gt; As we learned, generating an entire character can be unpredictable; hence, if you dislike the nose of the character, or the shape of his eyes seems rounder than you wished for, go for editing.&lt;br&gt;
&lt;strong&gt;Perseverance:&lt;/strong&gt; Finding the exact camera angle, character pose, or dynamic framing you envisioned can be hard to replicate. Regenerating forces the AI to rebuild the composition from scratch, whereas editing keeps the perspective intact.&lt;br&gt;
&lt;strong&gt;Generating variations of the same scene:&lt;/strong&gt; Again, manga and sequential writing need the same character in various different positions, poses, outfits, etc.; editing makes it easy to maintain consistency.&lt;br&gt;
&lt;strong&gt;You need to fix text:&lt;/strong&gt; Image generators often struggle with text because the system does not “read” or “spell” the word; rather, it creates it pixel-by-pixel based on its training data and your prompt. You should also edit text in an AI image rather than generating a completely new one.&lt;br&gt;
&lt;strong&gt;How to Edit Anime Images with Tsubaki.3&lt;/strong&gt;&lt;br&gt;
Now comes the fun part. &lt;br&gt;
Let’s jump into the actual process of editing anime images with Tsubaki.3. To edit an image, we need to generate one first. We are generating one with PixAI’s Tsubaki.3. To do so, all you have to do is select the model from the right-hand side with a single click.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9x130wluuuh2bqt5bx5h.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9x130wluuuh2bqt5bx5h.PNG" alt=" " width="690" height="344"&gt;&lt;/a&gt;&lt;br&gt;
Let’s go with a simple and less detailed prompt. And…with just two more clicks, the image is ready.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flnptye6k32btpk63zudo.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flnptye6k32btpk63zudo.png" alt=" " width="800" height="800"&gt;&lt;/a&gt;&lt;br&gt;
As you can see our character seems to be careless and happy. &lt;br&gt;
However, it feels as if the cold, cozy gusts of winds has started and our character needs to feel a little warm. Let's add a wool coat around her.&lt;br&gt;
Now, that’s one of the many situations where editing works better.&lt;br&gt;
Let’s put the same image into reference.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fifkzhjydgt8m6vjmyznz.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fifkzhjydgt8m6vjmyznz.PNG" alt=" " width="700" height="345"&gt;&lt;/a&gt;&lt;br&gt;
And prompt it to change in the plain, simple language. However, remember to refer to the specific image you want to point to. This is also essential when you have more than one reference image. You can do so with an “@”. Here’s what we used as the prompt:&lt;br&gt;
Prompt: Add a wool coat on the girl in @image 1, while keeping the character's identity, pose, and the background unchanged.&lt;br&gt;
There you go, the image is ready to be used.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fop0e8mf51jtxsg2tyoq8.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fop0e8mf51jtxsg2tyoq8.png" alt=" " width="800" height="800"&gt;&lt;/a&gt;&lt;br&gt;
The expression did not change, the background stayed the same, the lighting is similar, the only thing that changed is the outfit. The exact thing we expect from a quality AI anime image editor.&lt;br&gt;
&lt;strong&gt;Change Character Details Without Redesigning the Character&lt;/strong&gt;&lt;br&gt;
Let’s take another example. &lt;br&gt;
In the same image, we see the girl facing the camera with a bright, inviting, and invigorating smile. Let’s turn her face to the side.&lt;br&gt;
All I did was refer to the image with an “@” and prompted the web-based PixAI to make the character look to a side while keeping everything else untouched.&lt;br&gt;
Here is what we got.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flwaj4fllxwb9buq9w26i.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flwaj4fllxwb9buq9w26i.png" alt=" " width="800" height="800"&gt;&lt;/a&gt;&lt;br&gt;
To test the further capabilities of the tool, let’s play with her expression by making her really happy.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3epfqsvzmb59a5klok4w.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3epfqsvzmb59a5klok4w.png" alt=" " width="800" height="800"&gt;&lt;/a&gt;&lt;br&gt;
There you go! Now that’s what we call consistency.&lt;br&gt;
&lt;strong&gt;Add, Remove, or Replace Objects in an Anime Image&lt;/strong&gt;&lt;br&gt;
Now, let’s see if we have an unwanted object or a wanted object that isn’t there, and how to go about it. &lt;br&gt;
We have this image of a soldier on the field of battle. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F09vega42ggxflxwhkuw7.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F09vega42ggxflxwhkuw7.PNG" alt=" " width="708" height="425"&gt;&lt;/a&gt;&lt;br&gt;
But we do not want that smoke in the background.&lt;br&gt;
Again, we put this image as the reference, and prompt PixAI to omit or add any unwanted or wanted object. Let’s try together.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr9m11966a7dghcab72hj.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr9m11966a7dghcab72hj.PNG" alt=" " width="710" height="436"&gt;&lt;/a&gt;&lt;br&gt;
There you have it. The smoke is gone, and the picture already seems much cleaner. But in a high-stakes position, like a battleground, I guess our hero can benefit from a helm to protect his face. An arrow could fly in from any direction, right…&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcyvhs76kjze47sev1hqg.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcyvhs76kjze47sev1hqg.PNG" alt=" " width="713" height="441"&gt;&lt;/a&gt;&lt;br&gt;
Now our hero is ready to set the stage on fire just because of Tsubaki.3’s unreal consistency and precision.&lt;br&gt;
&lt;strong&gt;Edit or Add Text Inside an AI Image&lt;/strong&gt;&lt;br&gt;
Earlier, we learned that AI image generators struggle with image editing just because, instead of looking at it as images, they look at it as pixels. Hence, the letters sometimes feel disconnected, sometimes distorted, or worse, completely unrecognizable, looking more like a poorly drawn face rather than a literal letter. &lt;br&gt;
However, newer models like Tsubaki.3 seem to have fixed this problem, at least to some extent. &lt;br&gt;
To test, take a look at our next model cozily standing outside a coffee shop. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fpgsx35deqf9ft1o5vp8a.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fpgsx35deqf9ft1o5vp8a.PNG" alt=" " width="718" height="435"&gt;&lt;/a&gt;&lt;br&gt;
However, the name of the coffee shop seems a little too basic. I mean, I would rather buy a coffee from a shop with a cool name than one that just named their shop the first thing that came to their mind. &lt;br&gt;
So, let’s change it. How about “Starry Night Brew”?&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6tgofv4nzjkixazw4elj.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6tgofv4nzjkixazw4elj.PNG" alt=" " width="716" height="441"&gt;&lt;/a&gt;&lt;br&gt;
Ahan! There you have it. Now that the name is good, that’s a solid justification to buy a coffee — well…that’s no better, being honest with you, and it’s also the first thing that came to my mind, but you get the point.&lt;br&gt;
Well, not only the mega, hyperfocused texts, but it can help with the tiny little ones as well. For instance, let’s add a tiny “cozy” wordmark on the OC’s sweater.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu63musfyiwwka628zhj7.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu63musfyiwwka628zhj7.PNG" alt=" " width="720" height="450"&gt;&lt;/a&gt;&lt;br&gt;
Now, let’s change “cozy” to “pixai.”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fpz4poimlwnq7vqbfv8a0.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fpz4poimlwnq7vqbfv8a0.PNG" alt=" " width="713" height="443"&gt;&lt;/a&gt;&lt;br&gt;
There you have it. It can alter tiny little texts and big mega focused texts equally well. Just ensure the prompt is not ambiguous. However, it’s important to understand that, regardless of how clear your prompt is, the generation can still not be one hundred percent accurately what you wished for. In that case, generate the image again, edit it again, and repeat the process until you get it right.&lt;br&gt;
&lt;strong&gt;Change the Background or Lighting&lt;/strong&gt;&lt;br&gt;
Another one of the major problems with AI image generation is background and lighting. Not just the exposure but also how the lighting impacts the character, how it reflects on certain things in the background, and how it lights up the scene and accentuates its quality.&lt;br&gt;
It’s one of the major aspects of image generation that makes or breaks the generation. &lt;br&gt;
But since Tsubaki.3 has helped all along, it can help with background and lighting as well.&lt;br&gt;
Taking the example of the lady in the cherry blossom park at the beginning of this article, this anime background changer, Tsubaki.3, just needs a prompt. “Freeze the trees as if snow has fallen while keeping the character unchanged.” &lt;br&gt;
There you have it.&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvjklxvjo718cjaszxrcc.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvjklxvjo718cjaszxrcc.png" alt=" " width="800" height="800"&gt;&lt;/a&gt;&lt;br&gt;
Notice how the OC stayed the same while the weather didn't. I know it’s hard to imagine that she’s wearing a skirt in all that cold, but the weather is the only thing I wanted to change for now. (just saying)&lt;br&gt;
You can also change the time of the day, for example just by adding the "sunset” in my prompt, here is what I got.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Foozluw0167hcgsm6eo1o.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Foozluw0167hcgsm6eo1o.png" alt=" " width="800" height="800"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Instruction-Based Editing vs. Inpainting&lt;/strong&gt;&lt;br&gt;
To edit images with AI, it’s imperative that you understand the difference between the two. Neither is better than the other, but while creating images, you will sometimes have to switch between the two depending on the type of edits you need.&lt;br&gt;
Instruction-Based Editing, or the Natural Language editing that we experienced throughout the article is when you simply describe what you want to change in plain text (e.g., "Change the eye color to green" or "Replace the banner text"). The AI interprets the request, automatically detects the relevant areas, and applies the edit. It’s fast, natural, and ideal for quick iterations or complex changes like expressions and poses.&lt;br&gt;
Conversely, traditional Inpainting or masking requires you to manually brush over (or "mask") the exact pixels you want to erase or modify before typing a prompt for that specific area. Everything inside the painted mask gets re-rendered, while everything outside remains untouched.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdp5ix7yjbbblji61kyfe.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdp5ix7yjbbblji61kyfe.PNG" alt=" " width="702" height="348"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Tips for Getting Better AI Image Editing Results&lt;/strong&gt;&lt;br&gt;
Before concluding the article, here are a few tips and tricks that will help you with the AI anime image editing journey:&lt;br&gt;
&lt;strong&gt;Keep the prompts clearest you can:&lt;/strong&gt;   I can not emphasize this enough the output completely relies on your input, ensuring your prompt is clear enough and leaving fewer decisions for the AI to make autonomously.&lt;br&gt;
&lt;strong&gt;Explicitly state what should stay unchanged:&lt;/strong&gt; Although this also goes as a part of making your prompt clear, I think it’s equally important to clarify what NOT to change. As we said earlier, “change the color of the character’s eyes while everything else stays untouched or unchanged.”&lt;br&gt;
&lt;strong&gt;Change one element at a time:&lt;/strong&gt; If more than one element needs changing, for instance the background and a text, change one element at a time and then the other in another prompt.&lt;br&gt;
&lt;strong&gt;Be as specific as you can be:&lt;/strong&gt; Instead of “change her shirt to white,” go with “replace her pink shirt with an olive colored shirt with vertical stripes." Just like we specified the material of the coffee cup in the example earlier.&lt;br&gt;
&lt;strong&gt;Do not change models in between:&lt;/strong&gt; Since each model has a unique style and way of working, it’s imperative not to c&lt;br&gt;
&lt;strong&gt;Final Words&lt;/strong&gt;&lt;br&gt;
If you have an image that you refuse to publish for one specific detail that you feel breaks the entire feel of the image. This exciting AI anime image editor can save you. AI image editing always works best when you already have an image beforehand. Therefore, if you already have an image that is almost perfect except for one detail, that’s a great starting point to try Tsubaki.3. Or maybe you simply want to embellish the image with better lighting, a little better mood, or a smoother finish; Tsubaki.3 can help with everything.&lt;br&gt;
Stop wasting your credits on generations over generations just because you need to get one tiny detail right…try Tsubaki.3 now!&lt;/p&gt;

</description>
    </item>
    <item>
      <title>How to Edit Anime Images with AI: Change Poses, Objects, Text, and Backgrounds</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Sun, 16 Aug 2026 14:56:42 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/how-to-edit-anime-images-with-ai-change-poses-objects-text-and-backgrounds-3dkd</link>
      <guid>https://dev.to/rajazohaibarshad/how-to-edit-anime-images-with-ai-change-poses-objects-text-and-backgrounds-3dkd</guid>
      <description>&lt;p&gt;You must be here because you just generated an AI image of your favorite anime character, and the AI generator did a miraculous job at it, except one tiny detail seems off. Perhaps like a thriller novel with a not-so-good ending that keeps you at the edge of your seat only to disappoint at the very end. &lt;br&gt;
You put the image back into the machine and tell it to change that one specific detail. Maybe the outfit is a little different than what you wanted, or the hair didn’t turn out quite how you wanted, or the lighting makes it look a slightly different shade.&lt;br&gt;
And it returns with an image that makes you sit there striking the Thinker pose, pondering what word even triggered a generation like that.&lt;br&gt;
Regenerating an entire image from scratch to fix a single detail is inefficient. It can mess up the character consistency, deplete credits and time, or return a completely different, unrelated picture.&lt;br&gt;
Therefore, this article explores how to actually edit anime images with AI using PixAI’s new Tsubaki.3 without losing the image or your temper in the process.&lt;br&gt;
&lt;strong&gt;Why Editing an Anime Image Is Different from Generating a New One&lt;/strong&gt;&lt;br&gt;
Before we jump into the process, let’s take a moment to understand how editing is different from generating a new one. The process seems rather similar: you type in a prompt, the software takes a few minutes to generate the image, and you are handed your image according to your prompt. &lt;br&gt;
However, the process in the back isn’t similar. The AI creates an image entirely from noise based on your text prompt. It’s a rather unpredictable process where, regardless of how detailed your prompt was, you can get a result that may or may not be precisely what you wanted. &lt;br&gt;
Editing, on the other hand, does not coerce AI to generate a completely new image from scratch. Instead, it uses your existing picture as a reference image and only alters the unusual or unwanted part of the image that your prompt is concerned about. Unlike a new generation, it’s highly controlled. You can expect the changes more often than not; you get pretty accurate results, especially with a dedicated pro AI image editor for anime, like PixAI. &lt;br&gt;
The core problem is preserving the character. People often create manga or write stories that require one specific character in dynamic situations. The same character, same face, but in hundreds of different positions, while the lighting stays the same somewhere and changes at the other.&lt;br&gt;
&lt;strong&gt;When Should You Edit Instead of Regenerate?&lt;/strong&gt;&lt;br&gt;
If you have already generated an image and are uncertain about whether you need it to generate a completely new one or editing could do the trick, here are a couple of conditions where editing would save credits, time, and preserve your mood:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Minor changes.&lt;/strong&gt; The image already seems to be precisely what you want except for one or two minor changes. Let’s say the noise seems to be unbearable or there is a specific object that you need removed; that’s when editing should do the trick.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;You only dislike one character detail.&lt;/strong&gt; As we learned, generating an entire character can be unpredictable; hence, if you dislike the nose of the character, or the shape of his eyes seems rounder than you wished for, go for editing.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Perseverance&lt;/strong&gt;. Finding the exact camera angle, character pose, or dynamic framing you envisioned can be hard to replicate. Regenerating forces the AI to rebuild the composition from scratch, whereas editing keeps the perspective intact.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Generating variations of the same scene.&lt;/strong&gt; Again, manga and sequential writing need the same character in various different positions, poses, outfits, etc.; editing makes it easy to maintain consistency.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;You need to fix text.&lt;/strong&gt; Image generators often struggle with text because the system does not “read” or “spell” the word; rather, it creates it pixel-by-pixel based on its training data and your prompt. You should also edit text in an AI image rather than generating a completely new one.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;How to Edit Anime Images with Tsubaki.3&lt;/strong&gt;&lt;br&gt;
Now comes the fun part. &lt;br&gt;
Let’s jump into the actual process of editing anime images with Tsubaki.3. To edit an image, we need to generate one first. We are generating one with PixAI’s Tsubaki.3. To do so, all you have to do is select the model from the right-hand side with a single click.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5yaadyrs4zc1eg4mbpoy.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5yaadyrs4zc1eg4mbpoy.PNG" alt=" " width="687" height="339"&gt;&lt;/a&gt;&lt;br&gt;
Let’s go with a simple and less detailed prompt:&lt;br&gt;
A high-quality realistic anime illustration of a young girl standing under cherry blossom trees, soft lighting, detailed eyes, pastel background, gentle smile.&lt;br&gt;
With just two more clicks, the image is ready.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F42d17vh1p7p4lwpi0fxg.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F42d17vh1p7p4lwpi0fxg.PNG" alt=" " width="692" height="417"&gt;&lt;/a&gt;&lt;br&gt;
The hair flows so elegantly like poetry. But, shouldn’t we try making it even longer?&lt;br&gt;
Now, that’s one of the many situations where editing works better.&lt;br&gt;
Let’s put the same image into reference.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2a5h4jk5bjymrq08mtst.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2a5h4jk5bjymrq08mtst.PNG" alt=" " width="699" height="345"&gt;&lt;/a&gt;&lt;br&gt;
And prompt it to change in the plain, simple language. However, remember to refer to the specific image you want to point to. This is also essential when you have more than one reference image. You can do so with an “@”. Here’s what we used as the prompt:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fjz69qhijzxfpwmo6knbo.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fjz69qhijzxfpwmo6knbo.PNG" alt=" " width="666" height="258"&gt;&lt;/a&gt;&lt;br&gt;
There you go, the image is ready to be used.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4tmy8lpooc6whkr450rn.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4tmy8lpooc6whkr450rn.PNG" alt=" " width="679" height="420"&gt;&lt;/a&gt;&lt;br&gt;
The expression did not change, the background stayed the same, the outfit seems to be untouched, the lighting is similar, the only thing that changed is the length of hair. The exact thing we expect from a quality AI anime image editor.&lt;br&gt;
&lt;strong&gt;Change Character Details Without Redesigning the Character&lt;/strong&gt;&lt;br&gt;
Let’s take another example. &lt;br&gt;
In the same image, we see the girl seems to be smiling. Very refreshing and charming but we want a little more positivity for even more invigorating vibes. &lt;br&gt;
Again, all I did was refer to the image with an “@” and prompted the web-based PixAI to make the character ecstatic while keeping everything else untouched.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftaymg3pfya997hdeeh2a.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftaymg3pfya997hdeeh2a.png" alt=" " width="800" height="488"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;That does seem ecstatic. But I guess we used the incorrect expression and we do not want as much positivity but just a middle-ground in between ecstatic and a forced smile. &lt;br&gt;
So, we changed the prompt:&lt;br&gt;
@image1 Please change the character's facial expression to a warm, bright smile with open, happy eyes. Do not make her overly ecstatic or close her eyes. Keep everything else in the image completely unchanged.&lt;br&gt;
Now that’s what we call consistency.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fuxe2x5t0ai389seq595a.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fuxe2x5t0ai389seq595a.png" alt=" " width="800" height="488"&gt;&lt;/a&gt;&lt;br&gt;
The character did not change again; the lighting again seems to be indistinguishable, and the outfit is again the same; the hair is once again poetically flowing; one thing that isn’t the same is the expression.&lt;br&gt;
&lt;strong&gt;Add, Remove, or Replace Objects in an Anime Image&lt;/strong&gt;&lt;br&gt;
Now, let’s see if we have an unwanted object or a wanted object that isn’t there, and how to go about it. &lt;br&gt;
We have this image of a soldier on the field of battle. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flzl682c4mqtleilh40cm.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flzl682c4mqtleilh40cm.PNG" alt=" " width="714" height="432"&gt;&lt;/a&gt;&lt;br&gt;
But we do not want that smoke in the background.&lt;br&gt;
Again, we put this image as the reference, and prompt PixAI to omit or add any unwanted or wanted object. Let’s try together.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqm0da7lhlytnhykcn2sx.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqm0da7lhlytnhykcn2sx.PNG" alt=" " width="717" height="446"&gt;&lt;/a&gt;&lt;br&gt;
There you have it. The smoke is gone, and the picture already seems much cleaner. But in a high-stakes position, like a battleground, I guess our hero can benefit from a helm to protect his face. An arrow could fly in from any direction, right…&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu8nwsi0dicgt8p8qvc81.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu8nwsi0dicgt8p8qvc81.PNG" alt=" " width="710" height="439"&gt;&lt;/a&gt;&lt;br&gt;
Now our hero is ready to set the stage on fire just because of Tsubaki.3’s unreal consistency and precision.&lt;br&gt;
&lt;strong&gt;Edit or Add Text Inside an AI Image&lt;/strong&gt;&lt;br&gt;
Earlier, we learned that AI image generators struggle with image editing just because, instead of looking at it as images, they look at it as pixels. Hence, the letters sometimes feel disconnected, sometimes distorted, or worse, completely unrecognizable, looking more like a poorly drawn face rather than a literal letter. &lt;br&gt;
However, newer models like Tsubaki.3 seem to have fixed this problem, at least to some extent. &lt;br&gt;
To test, take a look at our next model cozily standing outside a coffee shop. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F17a0rkwk0zfrrxbjcoth.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F17a0rkwk0zfrrxbjcoth.PNG" alt=" " width="717" height="436"&gt;&lt;/a&gt;&lt;br&gt;
However, the name of the coffee shop seems a little too basic. I mean, I would rather buy a coffee from a shop with a cool name than one that just named their shop the first thing that came to their mind. &lt;br&gt;
So, let’s change it. How about “Starry Night Brew”?&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ffjxaczvws5ds098w122d.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ffjxaczvws5ds098w122d.PNG" alt=" " width="711" height="439"&gt;&lt;/a&gt;&lt;br&gt;
Ahan! There you have it. Now that the name is good, that’s a solid justification to buy a coffee — well…that’s no better, being honest with you, and it’s also the first thing that came to my mind, but you get the point.&lt;br&gt;
Well, not only the mega, hyperfocused texts, but it can help with the tiny little ones as well. For instance, let’s add a tiny “cozy” wordmark on the OC’s sweater.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fy90uvd82ayxcv5o2zk9c.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fy90uvd82ayxcv5o2zk9c.PNG" alt=" " width="715" height="439"&gt;&lt;/a&gt;&lt;br&gt;
Now, let’s change “cozy” to “pixai.”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fg24chaf8yju1vzxv71e0.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fg24chaf8yju1vzxv71e0.PNG" alt=" " width="719" height="447"&gt;&lt;/a&gt;&lt;br&gt;
There you have it. It can alter tiny little texts and big mega focused texts equally well. Just ensure the prompt is not ambiguous. However, it’s important to understand that, regardless of how clear your prompt is, the generation can still not be one hundred percent accurately what you wished for. In that case, generate the image again, edit it again, and repeat the process until you get it right.&lt;br&gt;
&lt;strong&gt;Change the Background or Lighting&lt;/strong&gt;&lt;br&gt;
Another one of the major problems with AI image generation is background and lighting. Not just the exposure but also how the lighting impacts the character, how it reflects on certain things in the background, and how it lights up the scene and accentuates its quality.&lt;br&gt;
It’s one of the major aspects of image generation that makes or breaks the generation. &lt;br&gt;
But since Tsubaki.3 has helped all along, it can help with background and lighting as well.&lt;br&gt;
Taking the example of the lady in the cherry blossom park at the beginning of this article, this anime background changer, Tsubaki.3, just needs a prompt. “Please change the trees in the background to a lush green color instead of pink.” &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fq6lpwj2gso2nq4vn0mkg.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fq6lpwj2gso2nq4vn0mkg.PNG" alt=" " width="705" height="434"&gt;&lt;/a&gt;&lt;br&gt;
There you have it.&lt;br&gt;
You can also change the time of day. With just specifying sunset in the prompt, the AI anime image editor returned with this.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftb663zezcsfp6win2n0o.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftb663zezcsfp6win2n0o.PNG" alt=" " width="707" height="432"&gt;&lt;/a&gt;&lt;br&gt;
Look, the OC stayed the same while the weather and the time of the day didn't.&lt;br&gt;
&lt;strong&gt;Instruction-Based Editing vs. Inpainting&lt;/strong&gt;&lt;br&gt;
To edit images with AI, it’s imperative that you understand the difference between the two. Neither is better than the other, but while creating images, you will sometimes have to switch between the two depending on the type of edits you need.&lt;br&gt;
Instruction-Based Editing, or the Natural Language editing that we experienced throughout the article is when you simply describe what you want to change in plain text (e.g., "Change the eye color to green" or "Replace the banner text"). The AI interprets the request, automatically detects the relevant areas, and applies the edit. It’s fast, natural, and ideal for quick iterations or complex changes like expressions and poses.&lt;br&gt;
Conversely, traditional Inpainting or masking requires you to manually brush over (or "mask") the exact pixels you want to erase or modify before typing a prompt for that specific area. Everything inside the painted mask gets re-rendered, while everything outside remains untouched.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqhei4x8v6t4iok9c4kqw.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqhei4x8v6t4iok9c4kqw.PNG" alt=" " width="701" height="354"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Tips for Getting Better AI Image Editing Results&lt;/strong&gt;&lt;br&gt;
Before concluding the article, here are a few tips and tricks that will help you with the AI anime image editing journey:&lt;br&gt;
Keep the prompts clearest you can. I can not emphasize this enough: the output completely relies on your input, ensuring your prompt is clear enough and leaving fewer decisions for the AI to make autonomously.&lt;br&gt;
Explicitly state what should stay unchanged. Although this also goes as a part of making your prompt clear, I think it’s equally important to clarify what NOT to change. As we said earlier, “change the color of the character’s eyes while everything else stays untouched or unchanged.”&lt;br&gt;
Change one element at a time. If more than one element needs changing, for instance the background and a text, change one element at a time and then the other in another prompt.&lt;br&gt;
Be as specific as you can be. Instead of “change her shirt to white,” go with “replace her pink shirt with an olive colored shirt with vertical stripes." Just like we specified the material of the coffee cup in the example earlier.&lt;br&gt;
Do not change models in between. Since each model has a unique style and way of working, it’s imperative not to change the models in between to prevent unexpected discrepancies. &lt;br&gt;
&lt;strong&gt;Final Words&lt;/strong&gt;&lt;br&gt;
If you have an image that you refuse to publish for one specific detail that you feel breaks the entire feel of the image. This exciting AI anime image editor can save you. AI image editing always works best when you already have an image beforehand. Therefore, if you already have an image that is almost perfect except for one detail, that’s a great starting point to try Tsubaki.3. Or maybe you simply want to embellish the image with better lighting, a little better mood, or a smoother finish; Tsubaki.3 can help with everything.&lt;br&gt;
Stop wasting your credits on generations over generations just because you need to get one tiny detail right…try Tsubaki.3 now!&lt;/p&gt;

</description>
    </item>
    <item>
      <title>ComfyUI Alternative for Consistent Anime Character Workflows: Models, LoRAs, References, and Editing</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Thu, 13 Aug 2026 12:09:59 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/comfyui-alternative-for-consistent-anime-character-workflows-models-loras-references-and-4h59</link>
      <guid>https://dev.to/rajazohaibarshad/comfyui-alternative-for-consistent-anime-character-workflows-models-loras-references-and-4h59</guid>
      <description>&lt;p&gt;It is done. You finally nailed it. &lt;br&gt;
The hair color is perfect, the eye shape is exactly right, and the character feels yours. You go to bed happy and come back the next morning to place them in a new scene.&lt;br&gt;
The generation comes back. And the character looks like a distant cousin of the one you created yesterday.&lt;br&gt;
Well, this isn’t exactly a prompt problem. It lies in the workflow.&lt;br&gt;
ComfyUI has a serious, technical approach to solving it. PixAI has its own approach, and it is built directly into the anime creation process. &lt;br&gt;
And today, we are going to look at both of them honestly. &lt;br&gt;
&lt;strong&gt;How ComfyUI Approaches Character Consistency&lt;/strong&gt;&lt;br&gt;
ComfyUI builds consistency through a three-layer node pipeline working together.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;IPAdapter FaceID anchors facial geometry using a reference image. The weight you set, typically 0.70 to 0.85, controls how strongly that anchor holds against the rest of the prompt. &lt;/li&gt;
&lt;li&gt;A trained character LoRA handles everything else: body type, clothing, art style. Applied at 0.55 to 0.65 strength, it pulls each generation back toward your established design.&lt;/li&gt;
&lt;li&gt;ControlNet handles pose control so scene changes do not cause the body to drift in ways that fight the other two layers.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;When all three are tuned correctly, the results are genuinely impressive. &lt;br&gt;
The same character upholds across wildly different scenes, lighting, and outfits, with the core identity holding.&lt;br&gt;
The difficulty lies in the maintenance because node updates break existing wiring without any noise. &lt;br&gt;
Sometimes, InsightFace dependency conflicts knock out the FaceID layer. &lt;br&gt;
You close a session, come back a week later, and there is no guarantee the graph produces the same output, because seeds, weights, and node state all need to be manually preserved.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fsfkz0q594328mdgh73g7.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fsfkz0q594328mdgh73g7.PNG" alt=" " width="604" height="444"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;How PixAI Approaches Character Consistency&lt;/strong&gt;&lt;br&gt;
PixAI doesn’t ask you to assemble the tools in a workflow. It brings them into the workflow automatically. Four layers, each building on the previous. In fact, it now has PixAI Studio to make things even easier.&lt;br&gt;
The Character Sheet Generator creates a front, side, back, expression, and outfit reference from your best character image. &lt;br&gt;
Automatically, this one is now the visual contract for the whole project.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fy26bmujgx16ai4jb0pa8.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fy26bmujgx16ai4jb0pa8.PNG" alt=" " width="609" height="442"&gt;&lt;/a&gt;&lt;br&gt;
Then you can use Reference Pro to apply your character identity to new scenes through natural language instructions. It will draw from your PixAI generation history so previous sessions stay connected without re-uploading anything.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1gdvthe701337zghdoku.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1gdvthe701337zghdoku.PNG" alt=" " width="610" height="367"&gt;&lt;/a&gt;&lt;br&gt;
For long-term series work, cloud LoRA training on PixAI (15 to 25 images, approximately 70 minutes, no local GPU) will give you the most durable consistency and stays attached to your account permanently.&lt;br&gt;
When a generation comes back mostly right but with a drifted detail, Edit Pro corrects it through a natural language instruction without regenerating the whole image.&lt;br&gt;
The limits are worth naming: Reference Pro works best with clean, well-lit references. Changing quality mode mid-project shifts the character even with identical prompts. Switching base models mid-series breaks consistency the same way it does in ComfyUI.&lt;br&gt;
&lt;strong&gt;Practical Test: Same Character, Three Scenes&lt;/strong&gt;&lt;br&gt;
The goal of this practical test is to generate the same original character in a cafe interior, a rainy street at night, and a sunlit park, keeping face, hair, and outfit consistent across all three.&lt;br&gt;
&lt;strong&gt;ComfyUI&lt;/strong&gt;&lt;br&gt;
Getting a basic image out of ComfyUI is manageable in the first go. You just have to load a templated workflow, write a prompt, and run it. That’s what I did for the image in the second header.&lt;br&gt;
However, that’s where I would draw the “simplicity” line. &lt;br&gt;
The character consistency layer is a different story. &lt;br&gt;
Before any of the three scenes can be attempted with actual consistency, you need ComfyUI_IPAdapter_plus installed and confirmed compatible with your current ComfyUI version, InsightFace installed into the Python environment as a separate dependency, a trained character LoRA built from 15 to 50 reference images of your character, a base model that matches your LoRA architecture, and ControlNet with a pose model on top of all of that.&lt;br&gt;
Each of these is its own installation and configuration task. &lt;br&gt;
InsightFace alone involves resolving Python package conflicts that vary depending on your system. &lt;br&gt;
A character LoRA has to be trained before it can be used, which takes one to four hours on capable local hardware. &lt;br&gt;
And after all of that is in place, the weight parameters across IPAdapter, LoRA, and ControlNet need to be tuned against each other manually before the first generation produces a consistent result.&lt;br&gt;
In practice, this is not an afternoon task. It is a multi-session setup process that requires troubleshooting at almost every step. The prompts themselves are the easy part.&lt;br&gt;
&lt;strong&gt;Cafe Scene&lt;/strong&gt;&lt;br&gt;
“anime style, 1girl, sitting in a cozy cafe interior, warm indoor lighting, wooden tables, soft bokeh background, looking down at a cup of coffee, peaceful expression, wearing white blouse, dark hair, detailed face, high quality, masterpiece”&lt;br&gt;
&lt;strong&gt;Rainy Street Scene&lt;/strong&gt;&lt;br&gt;
“anime style, 1girl, standing on a rainy city street at night, wet pavement reflections, neon signs glowing, umbrella in hand, dark hair, detailed face, wearing white blouse, cinematic lighting, high quality, masterpiece”&lt;br&gt;
&lt;strong&gt;Sunlit Park Scene&lt;/strong&gt;&lt;br&gt;
“anime style, 1girl, walking through a sunlit park, cherry blossom trees, bright natural daylight, green grass, dark hair, detailed face, wearing white blouse, soft shadows, high quality, masterpiece”&lt;br&gt;
For creators who get the full pipeline working, the results are reproducible and the weight adjustments between scenes become intuitive over time. &lt;br&gt;
But there’s a steep learning curve and the barrier to reaching that point is high, and it resets every time a dependency updates or a session closes without proper state preservation.&lt;br&gt;
Here’s a preview of the node-based setup in ComfyUI.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9x8ilnzhamxkpgocxakk.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9x8ilnzhamxkpgocxakk.PNG" alt=" " width="607" height="241"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;PixAI&lt;/strong&gt;&lt;br&gt;
For the setup, you will upload the character reference, generate a character sheet, and choose Tsubaki.2 as the base model. Here’s the initial prompt I used. It’s the same as the one I used in ComfyUI.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fkhdsxx0yrruazervj56c.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fkhdsxx0yrruazervj56c.PNG" alt=" " width="604" height="341"&gt;&lt;/a&gt;&lt;br&gt;
The three scenes go into Reference Pro as natural language instructions with the reference image active.&lt;br&gt;
&lt;strong&gt;Cafe Scene&lt;/strong&gt;&lt;br&gt;
“Same character, sitting in a cozy cafe interior, warm indoor lighting, looking down at a cup of coffee, peaceful expression, soft bokeh background, high quality anime style”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr2qzkfywbu46v3el4qzk.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr2qzkfywbu46v3el4qzk.PNG" alt=" " width="354" height="590"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Rainy Street Scene&lt;/strong&gt;&lt;br&gt;
“Same character, standing on a rainy city street at night, wet pavement reflections, neon signs glowing, umbrella in hand, cinematic lighting, high quality anime style”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2eghff7ykqyh41oizjt8.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2eghff7ykqyh41oizjt8.PNG" alt=" " width="369" height="612"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Sunlit Park Scene&lt;/strong&gt;&lt;br&gt;
“Same character, walking through a sunlit park, cherry blossom trees, bright natural daylight, soft shadows, high quality anime style”&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F06b7bb3nhqd3cp1bmamy.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F06b7bb3nhqd3cp1bmamy.PNG" alt=" " width="585" height="336"&gt;&lt;/a&gt;&lt;br&gt;
As you can see, PixAI keeps it consistent throughout, no matter how many times you change the background and scene, all thanks to Reference Pro. &lt;br&gt;
&lt;strong&gt;Key Differences&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fowjqsixw8rvgnvc8gq0y.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fowjqsixw8rvgnvc8gq0y.PNG" alt=" " width="629" height="476"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Which Platform Fits You&lt;/strong&gt;&lt;br&gt;
Time for some more honesty. If you are building a first OC project, running a manga or webtoon series, or producing VTuber expression sets, PixAI is the perfect start.&lt;br&gt;
The essentials of PixAI, including the Character Sheet Generator, Reference Pro, and Edit Pro cover the consistency workflow without infrastructure overhead, and cloud LoRA training handles long-term character work without local hardware.&lt;br&gt;
ComfyUI is your best friend if you have an existing pipeline that is working, need community custom nodes or specific IPAdapter configurations, or want full mathematical control over every layer. &lt;br&gt;
PixAI doesn’t do the custom node ecosystem so your workflows are not as granular as they would be in ComfyUI.&lt;br&gt;
If you are already using ComfyUI and the pipeline is ruining workflows more than it is producing, PixAI is worth testing. &lt;br&gt;
If it is working, the transition cost is not obviously worth it.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
Honestly? I went into this expecting ComfyUI to win on sheer technical power, and it kind of does, if you have the time and patience to get everything installed, configured, and not broken. I spent way longer than I want to admit just trying to get the consistency pipeline running before generating a single image.&lt;br&gt;
PixAI was just... easier. I uploaded my character, wrote what I wanted in plain English, and the three scenes came out looking like the same person. When something drifted, Edit Pro fixed it in one instruction. No “nodes” or anything like that.&lt;br&gt;
If you are serious about technical control and already have a working ComfyUI setup, stick with it. But if you just want to make anime art and not spend your weekend troubleshooting Python packages, PixAI is genuinely the move. Go try it and see what I mean.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>PixAI Studio vs ComfyUI: Which AI Workflow Is Better for Anime Creators?</title>
      <dc:creator>Raja Zohaib Arshad</dc:creator>
      <pubDate>Wed, 12 Aug 2026 19:22:19 +0000</pubDate>
      <link>https://dev.to/rajazohaibarshad/pixai-studio-vs-comfyui-which-ai-workflow-is-better-for-anime-creators-27e6</link>
      <guid>https://dev.to/rajazohaibarshad/pixai-studio-vs-comfyui-which-ai-workflow-is-better-for-anime-creators-27e6</guid>
      <description>&lt;p&gt;Creating your character and then moving on to separate software to animate them is difficult. And jumping to another one to maintain, edit, and add audio is another headache. And don’t even talk about switching to yet another one for finishing touches.&lt;/p&gt;

&lt;p&gt;Node-based software fixes this problem by offering a combined, unified system under one roof. You can hop on to the software, start a new project, generate images from texts, edit characters, develop new characters, animate your images to videos, and basically create everything you may need without leaving the software.&lt;/p&gt;

&lt;p&gt;Which is one of the biggest productivity hacks considering that employees waste up to 9% of time switching between apps and websites. &lt;/p&gt;

&lt;p&gt;Let alone productivity, since you are here, we presume you are already aware of AI generation and the sheer need for node-based software that compiles the entire workflow and presents it to you in a visible and more reusable way.&lt;/p&gt;

&lt;p&gt;That is exactly why, PixAI’s studio was recently revealed.&lt;br&gt;
&lt;strong&gt;What Are PixAI Studio and ComfyUI?&lt;/strong&gt;&lt;br&gt;
Before jumping into the PixAI Studio vs ComfyUI comparison, let’s ensure we stay on the same page. Hence, let’s take a moment to understand what each software actually is, before jumping into the comparison.&lt;/p&gt;

&lt;p&gt;A quick note: This is not going to be a 1v1 comparison where we crown a winner. We will be respecting the granularity and functionality of both software. This article will just accentuate their merits and list their demerits for you to choose which might suit you better.&lt;br&gt;
&lt;strong&gt;PixAI Studio&lt;/strong&gt;&lt;br&gt;
PixAI Studio is PixAI’s latest work of art, accessible directly from the PixAI’s dashboard. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdgq52xcsmkx7iwt3y2zw.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdgq52xcsmkx7iwt3y2zw.PNG" alt=" " width="668" height="301"&gt;&lt;/a&gt;&lt;br&gt;
Inside, you find the node-based workflow similar to ComfyUI. Allowing you to add nodes and connect them, generate images, make videos from images, etc., however, this is a strictly web based software. So we can say, this is a ComfyUI alternative, but online.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqytr3oaz32gf4b6smglc.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fqytr3oaz32gf4b6smglc.PNG" alt=" " width="668" height="330"&gt;&lt;/a&gt;&lt;br&gt;
It is important to note that PixAI Studio is not independent of the anime-focused PixAI; although it is suitable for all kinds of image generation, its actual strength directly lies in anime-themed image or video generations. As stated earlier, it’s not one above the other but rather what fits me. And if you are an anime creator, OC artist, VTuber, manga writer, or just someone who genuinely enjoys creating amazing anime from text, this is software that would fit you.&lt;br&gt;
&lt;strong&gt;ComfyUI&lt;/strong&gt;&lt;br&gt;
On the other hand, we have ComfyUI, an open-source software that you can host completely independently. You can run it on your own servers; however, that would require a dedicated system powerful enough to be able to handle it. &lt;/p&gt;

&lt;p&gt;To run it comfortably, you would need a system with a dedicated GPU with at least 8GB of VRAM, 16GB of system RAM, and about 10GB to 50GB+ of free disk space, depending on your model collection. However, for a recommended system requirement for a lag-free, effortless experience, you would be better off with 12GB–16GB+ VRAM, especially for advanced models like SDXL, Flux, or video generation, and 32GB system RAM is preferred.&lt;/p&gt;

&lt;p&gt;You can also host it on external servers or the cloud, but the cost would be substantial. &lt;/p&gt;

&lt;p&gt;Alternatively, there is also a web-based version that’s usually only called Comfy. Again, this isn’t free; the Standard plan costs up to $20 USD per month and unlocks up to 4,200 credits. Although the usage of credits depends mostly on your settings, such an amount, according to the official website, is enough to generate up to 380 5-second videos. The plans are different, and prices differ depending on the plan, whether you play monthly or yearly, and whether it is for teams or individuals. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fovpeyua1mlm60nmemc3s.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fovpeyua1mlm60nmemc3s.PNG" alt=" " width="665" height="326"&gt;&lt;/a&gt;&lt;br&gt;
However, please note that ComfyUI is not for anime, even though there are user made specialized checkpoints like Pony Diffusion or NovelAI styles, combined with anime LoRAs, they could be used for anime style creation but using specifically ComfyUI for anime is a no-no. Because there are rather specialized software like PixAI that could do a better job at it.&lt;br&gt;
&lt;strong&gt;Getting Started and Setting Up a Workflow&lt;/strong&gt;&lt;br&gt;
Let’s begin from the beginning. I mean, getting started and setting up a workflow. &lt;/p&gt;

&lt;p&gt;Complex setups make users quit before even trying the product. First impressions matter, and a smooth start keeps users coming back. In software design, this concept is called Time-to-Value (TTV).&lt;br&gt;
&lt;strong&gt;ComfyUI&lt;/strong&gt;&lt;br&gt;
Starting with ComfyUI, first and foremost, you must install the software from the official website. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3ytaell2682y2qtwuebp.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3ytaell2682y2qtwuebp.PNG" alt=" " width="663" height="330"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;After completing the installation process, you are asked for how you want to run your setup. Considering the cost associated and the system requirements, choose one and continue.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fogo4opmtq70o8d90ngud.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fogo4opmtq70o8d90ngud.PNG" alt=" " width="649" height="349"&gt;&lt;/a&gt;&lt;br&gt;
Afterwards, you are asked to choose the destination where you need it installed. Once done, before you know it, you are one the getting started tab. Choose the model and generation type, and you are in, ready to fire the creativity away.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ffnj77r2vv0nswpdawrqy.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ffnj77r2vv0nswpdawrqy.PNG" alt=" " width="658" height="354"&gt;&lt;/a&gt;&lt;br&gt;
Here is how the interface looks. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4af55glkv5at6kkc9tv1.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4af55glkv5at6kkc9tv1.PNG" alt=" " width="683" height="346"&gt;&lt;/a&gt;&lt;br&gt;
Zoom in to identify nodes.&lt;br&gt;
&lt;strong&gt;PixAI&lt;/strong&gt;&lt;br&gt;
Getting started with PixAI is rather simple and easy, comparatively. As stated, this is a web-based software; hence, the entire downloading and installation process could be skipped. Thus, simply hop on to Pixai.art.&lt;/p&gt;

&lt;p&gt;Create your account.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff818z4jsnbbyatotp7ii.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff818z4jsnbbyatotp7ii.PNG" alt=" " width="514" height="486"&gt;&lt;/a&gt;&lt;br&gt;
The next thing you know, you are right in the middle of PixAI.&lt;/p&gt;

&lt;p&gt;You’ll land on the Home tab. Switch to the Studio tab, market as “NEW,” and click Open PixAI Studio.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4xbhy8zo06yco5zm2q88.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4xbhy8zo06yco5zm2q88.PNG" alt=" " width="677" height="307"&gt;&lt;/a&gt;&lt;br&gt;
Start a new workspace.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3qt4n1z41sl8mfw3uwv9.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3qt4n1z41sl8mfw3uwv9.PNG" alt=" " width="666" height="345"&gt;&lt;/a&gt;&lt;br&gt;
And you are in, ready to start working. Unlike ComfyUI, you get a completely blank canvas here. You can add your nodes by tapping the Add Note button at the bottom and choose the type of node you want to add.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxy7s2aenow3smd1fnjxd.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxy7s2aenow3smd1fnjxd.PNG" alt=" " width="685" height="331"&gt;&lt;/a&gt;&lt;br&gt;
If you don’t wish to start everything from scratch, there is a template button.&lt;/p&gt;

&lt;p&gt;Click the button and choose from the hundreds of them with a single click.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu9s5cr8eqcj9dgur1qkj.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu9s5cr8eqcj9dgur1qkj.PNG" alt=" " width="681" height="337"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Building and Customizing Node-Based Workflows&lt;/strong&gt;&lt;br&gt;
We just saw how easy it is to start a workflow with both of our contestants.&lt;/p&gt;

&lt;p&gt;But, is it as easy to build and customize it…?&lt;br&gt;
&lt;strong&gt;ComfyUI&lt;/strong&gt;&lt;br&gt;
Adding a node — a functional building block that takes an input, does a specific task like processing data or running a model, and passes an output forward — is just a drag and drop process. Head over to the Node Library and drag the node into the workflow.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fyaykc3bf917v5b7w7c4d.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fyaykc3bf917v5b7w7c4d.PNG" alt=" " width="686" height="448"&gt;&lt;/a&gt;&lt;br&gt;
Connect it by dragging the link from one node to another.&lt;/p&gt;

&lt;p&gt;Adding a model is nothing different; just head over to the Model Library and select the model to use with the “Use” button.&lt;/p&gt;

&lt;p&gt;Or you can simply import a new one that you download from an external source. Given that ComfyUI is open-source software and models are user made, there are thousands of them to choose from. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Frafyekw59dsb6jrg0x5d.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Frafyekw59dsb6jrg0x5d.PNG" alt=" " width="686" height="338"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The granularity of the software is evident from the parameters: you have a negative prompt, a seed to adjust noise, sampling steps, CFG or guidance scale that determines how closely AI should follow your prompt, noise cleaning mathematical algorithms, dimensions to set the size freely, and the list goes on and on.&lt;/p&gt;

&lt;p&gt;However, this extensive control for every tiny detail backfires for beginners. The flexibility for amateurs becomes complexity for beginners. Since you control every single node, wire, math parameter, custom script, you have to manually connect every component, troubleshoot problems, and understand backend AI technicalities just to run a generation. So, ComfyUI for beginners is another no-no, unless you are planning on mastering it.&lt;br&gt;
&lt;strong&gt;PixAI&lt;/strong&gt;&lt;br&gt;
On the opposite end of the road, we have PixAI. Instead of low-level technical nodes, PixAI uses higher-level assets, such as text, image, video, or audio nodes that are interconnected to create a complete workflow.&lt;/p&gt;

&lt;p&gt;Unlike Comfy or ComfyUI, you are welcomed by a completely bland, empty canvas. And you must create the entire workflow manually or use a template.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fl2aqe2f8uv1xu6zt583r.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fl2aqe2f8uv1xu6zt583r.PNG" alt=" " width="688" height="338"&gt;&lt;/a&gt;&lt;br&gt;
For example, I added the text and a video node.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbb79cdt6jam98jew4i67.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbb79cdt6jam98jew4i67.PNG" alt=" " width="692" height="343"&gt;&lt;/a&gt;&lt;br&gt;
I can connect the two nodes by dragging the link from one node to another, exactly how it’s done in ComfyUI.&lt;/p&gt;

&lt;p&gt;One of the biggest positives of this interface and software, generally, is the high readability and ease of use. It starts with a blank canvas and isn't intimidating to look at, especially when you are a complete beginner. You can swap models, apply ready-made templates, and chain generation, editing, and animation in one clean workspace in a visual interface without having to manage a million lines of code.&lt;/p&gt;

&lt;p&gt;In terms of technical customization, it isn’t as intricate or granular as compared to ComfyUI which also can be a good thing especially for those who do not like to play with a million parameters before generating an image of a volleyball on a beach.&lt;/p&gt;

&lt;p&gt;And of course, there are templates. For when you don’t want to build the entire workflow from scratch.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4or2o858fcsogi9ngfq3.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4or2o858fcsogi9ngfq3.PNG" alt=" " width="673" height="328"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Models, Existing Assets, and Anime Creation&lt;/strong&gt;&lt;br&gt;
An empty canvas and intuitive controls don't mean much if managing your art assets feels complicated. For anime creators and manga artists, the way a platform manages models, LoRAs, and how consistent a character remains throughout is a bigger problem.&lt;/p&gt;

&lt;p&gt;So, let’s evaluate the two considering that.&lt;/p&gt;

&lt;p&gt;To maintain character consistency, image generators must have a “reference” to the image since AI image generators create each image from scratch and do not have a “memory” like traditional chatbots. &lt;/p&gt;

&lt;p&gt;To add a reference image in ComfyUI, you must upload the image through the Load Image node and connect the node to the image generation node. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Foy1z75iu9yptonb4pqom.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Foy1z75iu9yptonb4pqom.PNG" alt=" " width="673" height="451"&gt;&lt;/a&gt;&lt;br&gt;
However, users argue on popular forums like Reddit, that ultra realistic character styles sometimes lack either consistency or realism. The obstacle could be overcome by training your own loRA, for which you would need to install a training-focused custom node toolkit like ComfyUI Realtime LoRA Toolkit or Lora-Training-in-Comfy.&lt;/p&gt;

&lt;p&gt;Moreover, as already established, it isn’t the software’s first interest to deal with anime-style generations; hence to generate actually impressive anime-type images, using dedicated models and LoRAs is a must. &lt;/p&gt;

&lt;p&gt;The same isn’t the case with PixAI, which specializes in anime-style generations. To add a reference image, just upload the image, or you can import from PixAI.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwiu37lf87txus5ygrxpw.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwiu37lf87txus5ygrxpw.PNG" alt=" " width="604" height="517"&gt;&lt;/a&gt;&lt;br&gt;
Create a new image node, choose model and LoRA. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fl7r9p5ljtwx2tweytjhs.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fl7r9p5ljtwx2tweytjhs.PNG" alt=" " width="618" height="469"&gt;&lt;/a&gt;&lt;br&gt;
Adjust the slider to maintain LoRA weight.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbtn5y8hey9r8ubg4ps86.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbtn5y8hey9r8ubg4ps86.PNG" alt=" " width="632" height="374"&gt;&lt;/a&gt;&lt;br&gt;
And click “Ref,” short for the reference button. Doing so would hand you the link, which you can drag around and connect to the node you wish to add as a reference. Once done, PixAI would ensure to refer to the added image before every generation, enhancing accuracy and consistency.&lt;/p&gt;

&lt;p&gt;Since AI generation extends beyond just image generation, it’s imperative that we test the video creation process as well. &lt;/p&gt;

&lt;p&gt;Coming back to ComfyUI, video creation is a completely distinct process that requires loading a completely separate workflow. This is a little intricate process especially for beginners, but again, which is a positive feature considering the fact that the precise controls or the granularity births complexity.&lt;/p&gt;

&lt;p&gt;First you need to load a dedicated text-to-video editor, such as Wan 2.2, LTC-2.3, AnimateDiff, or any of your choice.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxt6s67z4y669tnefna1f.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxt6s67z4y669tnefna1f.PNG" alt=" " width="697" height="584"&gt;&lt;/a&gt;&lt;br&gt;
Connect it to a preview node and then a video saver.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3fsru3cuh5khi7mbzm7j.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3fsru3cuh5khi7mbzm7j.PNG" alt=" " width="701" height="442"&gt;&lt;/a&gt;&lt;br&gt;
And run the operation.&lt;/p&gt;

&lt;p&gt;The process does seems easy except for someone who might not be familiar with node-based AI image or video generators. In that case, all it takes is a little research and you are right there on the track.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcq246vt32o2uc8hmg066.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcq246vt32o2uc8hmg066.gif" alt=" " width="480" height="480"&gt;&lt;/a&gt;&lt;br&gt;
Since PixAI is a beginner-friendly AI workflow, the video creation seemed easier because you don’t have to look up specific models, templates, loRAs, and nodes. Simply open a video node and connect it to the reference images.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu2fc6tzkzqw0nie7zfd2.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fu2fc6tzkzqw0nie7zfd2.PNG" alt=" " width="667" height="328"&gt;&lt;/a&gt;&lt;br&gt;
In a nutshell, ComfyUI gives users deep control over raw motion frame rates, latents, and specialized video checkpoints, but requires configuring massive pipelines for every multi-stage transition.&lt;/p&gt;

&lt;p&gt;PixAI Studio lets anime artists visually link image, editing, and video assets in seconds, making multi-step anime creation smooth and accessible to creators of any technical skill level.&lt;br&gt;
&lt;strong&gt;Practical Workflow Test: Creating Anime Content in Both Platforms&lt;/strong&gt;&lt;br&gt;
As established that numerous users and readers of this article are occasional users who rather just hop on to the, generate a few images and hop off without hyper-fixation about all the features. For such people, I think it’s fair to see how both software handle anime-styled AI image generation.&lt;/p&gt;

&lt;p&gt;Let’s use a similar kind of prompt for the both of them to see how they handle anime. The prompt we will use:&lt;/p&gt;

&lt;p&gt;Anime style, high quality cel-shaded. Pink-haired girl in a futuristic mech suit steering through glowing crystal ruins. Dynamic camera sweep, flowing hair, particle effects, 24fps smooth motion.&lt;/p&gt;

&lt;p&gt;Again, setting up Comfy can be a little time-consuming at the beginning but once you get the hold of it’s simpler. Drag the dedicated anime art creation tool, I used Anima Base 1.0, dragged the positive and negative prompt helper, and a destination node like “Save Image node.”&lt;/p&gt;

&lt;p&gt;Here are the results:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdeeyuo5wktcqi669xbfv.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fdeeyuo5wktcqi669xbfv.PNG" alt=" " width="649" height="648"&gt;&lt;/a&gt;&lt;br&gt;
You can effortlessly switch models and alter necessary settings before from the text-to-image node. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2iz69vgbzfgxg94i5hg8.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F2iz69vgbzfgxg94i5hg8.PNG" alt=" " width="678" height="551"&gt;&lt;/a&gt;&lt;br&gt;
PixAI, specializing in anime-styled animations did not require choosing dedicated models or uploading workflows. Since it’s a beginner-friendly ComfyUI alternative, this took a much simpler approach. &lt;/p&gt;

&lt;p&gt;Instead of loading workflows or choosing the “perfect” models for anime art creation, adding destination nodes, troubleshooting red-box execution errors, hunting down missing custom extension nodes, downloading gigabytes of missing VAE models, PixAI Studio simply lets you drop an Image Node onto the canvas, put your prompt and reference image, and hit generate instantly.&lt;/p&gt;

&lt;p&gt;Here is how clean the process seems.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F37y0nokz134grxrb5sn0.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F37y0nokz134grxrb5sn0.PNG" alt=" " width="689" height="340"&gt;&lt;/a&gt;&lt;br&gt;
And here is the final product.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbwxun0fxukoxlwj0qbr7.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbwxun0fxukoxlwj0qbr7.PNG" alt=" " width="307" height="508"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;PixAI Studio vs ComfyUI: Key Differences&lt;/strong&gt;&lt;br&gt;
As established in the beginning this isn’t a 1v1 kind of comparison but rather a matter of choice. Both software have different features that cater to a distinct audience. Hence we can not crown a winner, what we can do — in the next section — is to understand which software choice would be better for considering what you are using for, But before that, here is a clear table defining the differences between the two. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr53x6svh5g43kg5h3iq4.PNG" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr53x6svh5g43kg5h3iq4.PNG" alt=" " width="551" height="761"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Which AI Workflow Should You Choose?&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Here’s what to do and which one to choose based on what you use it for.&lt;/p&gt;

&lt;p&gt;If you are a complete beginner exploring node-based AI creation, or you are an existing PixAI creator, it’s imperative you must go with PixAI Studio, considering the simplicity and familiarity of it. The PixAI studio is similar to PixAI image generation. Hence, the studio will have no learning curve. Moreover, the scary-looking, hardly pronounceable names of nodes, models, and templates in ComfyUI may seem intimidating at the beginning.&lt;/p&gt;

&lt;p&gt;If you are users who want detailed technical control, ComfyUI is a better choice. It has the granularity that a beginner-friendly software like PixAI may lack. If your goal is to build highly custom pipelines, write custom Python scripts, manipulate raw mathematical latent spaces, or run complex local setups with custom nodes, ComfyUI remains the clear choice. &lt;/p&gt;

&lt;p&gt;For OC creators, manga creators, pick PixAI Studio. Its native integration with PixAI’s extensive anime model and LoRA library allows you to maintain character consistency without setting up complex IP-Adapter or ControlNet pipelines.&lt;/p&gt;

&lt;p&gt;For users who rely heavily on custom nodes, open-source extension packages, local execution, and micro-level parameter tuning, Pick ComfyUI; it offers unmatched modularity.&lt;/p&gt;

&lt;p&gt;Creators building repeatable image-to-video workflows should go with PixAI Studio. Its connected canvas lets you draw a direct link from an Image Node to a Video Node, apply ready-made motion templates, and reuse your reference character without having to reload massive video diffusion pipelines for every new shot.&lt;/p&gt;

&lt;p&gt;Developers or advanced users creating highly customized pipelines would rather go with ComfyUI. If you want total mathematical control over your workflow, ComfyUI is the clear answer.&lt;br&gt;
&lt;strong&gt;Conclusion&lt;/strong&gt;&lt;br&gt;
At the end of this detailed comparison, as we noticed, both platforms have unreal AI generation capabilities. The real “winner” is subjective relative to the objective you are trying to achieve. PixAI can create anime art, is beginner-friendly, and can get you creating your own images/videos in the next minute.&lt;/p&gt;

&lt;p&gt;ComfyUI, on the other hand, is heavy software that takes forever to adjust, load, and set up but offers better modification and customization. The point, therefore, stays intact. The real “winner” is the work that gets done, regardless of what amazing node-based AI software you may use.&lt;/p&gt;

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