The last weeks I have been following the course of Stanford CS231n: Convolutional Neural Networks for Visual Recognition and this repository is a compilation of my solutions for the assignments proposed on the course.
In each folder you will find a README.md file with the instructions for the assignments, the same that you can find on the page of the course. I totally recommend using Google Colab to complete the assignments!
- k-Nearest Neighbor
- Support Vector Machines
- Softmax Classifier
- Two-Layer Neural Network
- Image Features
- RNN Captioning
- LSTM Captioning
- Network Visualization (Tensorflow / Pytorch)