Top 5 AI-Powered Image Generation Tools for Creating High-Quality Images

#machinelearning #ai

With advancements in Artificial Intelligence (AI), image generation has become easier than ever before. Today, there are a number of AI-powered image generation tools available that can create high-quality images with just a few clicks and description of the image in textual format. These tools use sophisticated machine learning algorithms to create images that look realistic and visually stunning. Whether you are a graphic designer, photographer, or artist, these tools can help you create amazing images quickly and easily. In this blog, we will explore the top 5 AI-powered image generation tools that can help you create high-quality images for your projects.

DALL-E 2

DALL-E 2 is an image generation tool created by OpenAI, which can generate images from textual descriptions. This tool uses a transformer-based language model and a neural rendering engine to create realistic and complex images based on the given description. It is one of the best tools to understand the context of description given to it and creates images which are more closer to the prompt. It can have images which are not very artistic in nature but are more accurate in terms of prompt given to it. DALL-E 2 has features like inpainting and outpainting which makes it one of the best AI art generators and helps people explore there creativity. It provides 15 free credits each month and you can use it generate images and edit it with features like inpainting and outpainting. You can use combination of text and image as input to create images.

LINK- https://labs.openai.com/

My Sample Creations

Midjourney

Midjourney is better in terms of quality of images and generates the best quality artistic images. It generates images in high quality and you need to login to it through Discord. It gives 25 free credits for the user. You can use Midjourney to evolve images and scale the quality of images. It can also take both images and text as input to create images. It has a large Discord community which helps you in exploring the tool. It has distinction of making such high quality artistic image that once an image generated from it won in an Art competition. The only drawback is that it sometimes ignores certain aspects of your prompt to create better looking images. It is focused more on artistic style and quality of image than accuracy to the prompt.

LINK- https://www.midjourney.com/home/

My Sample Creations

NightCafe

NightCafe is another website which has an awesome community and has many different algorithms like DALLE, Stable diffusion, VQGAN+CLIP and CLIP-Guided Diffusion to create AI generated images. It has a website where you can like, comment and share images and also sell it as an NFT. You can also get a printed version of your images. The best thing about this website is that it has game based approach where you get free credits for different tasks you perform such as like, comment, follow, etc. You can follow your favourite creators here and directly share your art to social media like Instagram and Twitter. It has predefined prompts which help newbies to create better quality images without getting worried about prompt engineering concepts which are required for DALL-E and Midjourney. It has daily challenges to compete on its website. The inpainting feature is not good in this website.

LINK- https://creator.nightcafe.studio/

My Sample Creations

Stable diffusion

Stable diffusion is an open source AI art generation tool developed by Stability.ai and is almost comparable to DALL-E in terms of accuracy. Dreamstudio is the web Ui for Stable diffusion to generate images. It also has feature of outpainting. If you are well versed in Deep learning you can train your own stable diffusion model as the code is open source.

LINK- https://beta.dreamstudio.ai/dream

My Sample Creations

Dreambooth

Dreambooth is another open source Ai art generation tool which is mostly focused on modifying style of different objects and using the transfer learning concept. You can train your own model to create AI avatars of yourself by giving just 10-15 images of yours.

LINK- https://huggingface.co/spaces/multimodalart/dreambooth-training