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Computer Vision for Newbies

I'll create something amazing in here. Hopefully I can review some computer vision technique and share it to you. Feel free to learn and ask me!

Why I created this repository?

Recently, I missed playing with computer vision and I think while I exploring computer vision techniques I also want to share everything I know in this topics. I know everyone is hyping for Generative AI, but I think if you understand about some basic computer vision it will be easier to dive inside Gen-AI. So don't forget about the basics!

What will I cover in this repository?

This is only my plan, it can be changed if I find something insightful.

  1. What is Images? What's inside it?
  2. Basic Math for CV
  3. Basic Image Manipulation
    • Grayscale
    • Resize
    • Brightness
    • Contrast
  4. Convolution
  5. Segmentation
  6. Image Classification
  7. CNN

The content is coming soon, so just wait for the fun!