CS231n: Convolutional Neural Networks for Visual Recognition
These past weeks, I have been following the Stanford CS class CS231n: Convolutional Neural Networks for Visual Recognition. You can find my solutions to the assignment in this repo.
I also wrote two blog posts related to this resolution.
- One on the implementation of batch-norm that you can find here.
- Another on the implementation of a conv-net that you can find here.
A big thank to all the team from the CS231 Stanford class who do a fantastic work in vulgarizing the knowledge behind neural networks.