Animated AI

Summary

I'm creating animations and instructional videos about neural networks. Check out my Patreon and YouTube channel! Convolution The Basic Algorithm Watch the companion YouTube video: Fundamental Algorithm of Convolution in Neural Networks. Padding Companion video: Convolution Padding - Neural Networks No Padding AKA "Valid" [1,1,1,1] Padding AKA "Same" Stride Companion video: Stride - Convolution in Neural Networks Stride 1Stride 2 No Padding AKA "Valid"; Stride of 1 No Padding AKA "Valid"; Stride of 2 [1,1,1,1] Padding AKA "Same"; Stride of 1 [1,1,1,1] Padding AKA "Same"; Stride of 2 Groups, Depthwise, and Depthwise-Separable Watch the companion YouTube video: Groups, Depthwise, and Depthwise-Separable Convolution (Neural Networks). 1 Group 2 Groups Depthwise (8 Groups) Depthwise-separable (8 Groups followed by pointwise) Pixel Shuffle Watch the companion YouTube video: Pixel Shuffle - Changing Resolution with Style 2x2 Block Size 2x2 Pixel Shuffle 2x2 Pixel Unshuffle 2x2 Pixel Shuffle/Unshuffle Loop 3x3 Block Size 3x3 Pixel Shuffle 3x3 Pixel Unshuffle 3x3 Pixel Shuffle/Unshuffle Loop Licensed under the MIT License