Setup

A Practical Introduction to Machine Learning for Image Classification, and A Formal Introduction to Deep Learning

Exercise 1: Image Classification

A Practical Introduction to Image Segmentation

Exercise 2: Semantic Segmentation

Exercise 3: Instance Segmentation

How to Deal With Large Image Data

Exercise 4: Tile-and-stitch

Exercise 5: Instance Segmentation Challenge

Discussion of Challenge Results