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

Segmentation and Pose Estimation with Deep Learning

Final Project

Published paper review, presentation, reproduction, extension and report