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    <title>DEV Community: Mihail Kashkarov</title>
    <description>The latest articles on DEV Community by Mihail Kashkarov (@astra31415926).</description>
    <link>https://dev.to/astra31415926</link>
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      <title>DEV Community: Mihail Kashkarov</title>
      <link>https://dev.to/astra31415926</link>
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      <title>A color QR code on a physical medium — it actually reads!</title>
      <dc:creator>Mihail Kashkarov</dc:creator>
      <pubDate>Sat, 04 Apr 2026 16:09:23 +0000</pubDate>
      <link>https://dev.to/astra31415926/a-color-qr-code-on-a-physical-medium-it-actually-reads-3lhj</link>
      <guid>https://dev.to/astra31415926/a-color-qr-code-on-a-physical-medium-it-actually-reads-3lhj</guid>
      <description>&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.amazonaws.com%2Fuploads%2Farticles%2Fjxxpusrk87fh6kwf7cu6.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.amazonaws.com%2Fuploads%2Farticles%2Fjxxpusrk87fh6kwf7cu6.png" alt=" " width="800" height="793"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;But physical printing (CMYK) usually ruins everything. RGB channels partially bleed and mix, crosstalk starts, and the scanner goes crazy.&lt;/p&gt;

&lt;p&gt;My approach&lt;br&gt;
I've been working on a "spectral response normalization" model. The key isn't the paint or the material, but a color model that mimics RGB logic in a subtractive printing environment.&lt;/p&gt;

&lt;p&gt;I'll admit: I haven't done a proper paper print yet. Instead, I painted the first prototype with acrylics on canvas. How about that? 😉&lt;/p&gt;

&lt;p&gt;The result&lt;br&gt;
3 different links inside one code — and it actually scans! On the website, I used Adaptive Thresholding (Bradley) to handle the visual noise.&lt;/p&gt;

&lt;p&gt;What I need from you&lt;br&gt;
Your thoughts and advice&lt;/p&gt;

&lt;p&gt;The scanner works great directly from the screen&lt;/p&gt;

&lt;p&gt;If you're feeling adventurous — try printing the code by matching the colors to my model. There's a paper with details on Zenodo, and I'd be happy to answer any questions&lt;/p&gt;

&lt;p&gt;This isn't the "invention of the century." Just a passion project to make something interesting. I'd love to hear your feedback!&lt;/p&gt;

&lt;p&gt;Links&lt;br&gt;
🔴 Live Generator + Scanner: &lt;a href="https://astra31415926.github.io/QR.G.B.-ART/" rel="noopener noreferrer"&gt;https://astra31415926.github.io/QR.G.B.-ART/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;📄 Scientific base (Model): &lt;a href="https://zenodo.org/records/18895764" rel="noopener noreferrer"&gt;https://zenodo.org/records/18895764&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;💻 Source Code: &lt;a href="https://github.com/Astra31415926/QR.G.B.-ART" rel="noopener noreferrer"&gt;https://github.com/Astra31415926/QR.G.B.-ART&lt;/a&gt;&lt;/p&gt;

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      <category>algorithms</category>
      <category>science</category>
      <category>showdev</category>
      <category>sideprojects</category>
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