I made a convolutional neural network from scratch. No libraries, no pytorch, just rust and wgsl.
If you need a refresher on neural networks: https://www.youtube.com/watch?v=cAkMcPfY_Ns
Resources I used to learn CNN
https://deeplearning.cs.cmu.edu/F21/document/recitation/Recitation5/CNN_Backprop_Recitation_5_F21.pdf
https://youtu.be/oGpzWAlP5p0?si=fK62l8EOwxsTuH8J
Clankers
Github Repo:
https://github.com/TheSandwichCoder/MachineLearningGPU/tree/master
Also used godot and manim for the animations for the first time so tell me in the comments if you liked it. This video took a long time so it would be really nice if you subscribed!
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Making a Convolutional Neural Network from scratch using the GPU | NatokHD