Exercises 1-3: U-Net, Semantic Segmentation, and Instance Segmentation

Setup

Please run the setup script to create the environment for these exercises and download data.

source setup.sh

When you are ready to start the exercise, make sure you are in your base environment and then run jupyter lab.

mamba activate segmentation
jupyter lab

Outline

Exercise 1: 1-unet_exercise.ipynb

Exercise 2: 2-semantic_exercise.ipynb

Exercise 3: 3-instance_exercise.ipynb