Here are a collection of animations I made for visualizing typical operations in Convolutional Neural Networks. I used them in the context of IVADO/Mila’s deep learning schools.
All animations were done using the 3blue1brown’s manim library. Check out the code to reproduce the images.
Strided 1 and Stride 2
RGB to Volume
Volume to Volume