CS231n Convolutional Neural Networks for Visual Recognition
Spring 2024 Assignments
Assignment #1: Image Classification, kNN, SVM, Softmax, Fully Connected Neural Network
Assignment #2: Fully Connected and Convolutional Nets, Batch Normalization, Dropout, Pytorch & Network Visualization
Assignment #3: Network Visualization, Image Captioning with RNNs and Transformers, Generative Adversarial Networks, Self-Supervised Contrastive Learning
Module 0: Preparation
Software Setup
Python / Numpy Tutorial (with Jupyter and Colab)
Module 1: Neural Networks
Image C...
Read more at cs231n.github.io