Course Projects

Project 0

Introduction to Python, PyTorch and Google Colab

Project 1

Classification using K-Nearest Neighbors and Linear Models

Project 2

Classification using Fully Connected Neural Networks

Project 3

Classification and Detection using Convolutional Neural Networks

Project 4

Vision Transformers and Self-Supervised Learning

Final Project

Published paper review, presentation, reproduction, extension and report