Week 1 - Introduction to Computer Vision
Lab: Transfer Learning
Programming Assignment: Bird Boxes
Week 2 - Object Detection
Lab: Implement Simple Object Detection
Programming Assignment: Zombie Detector
Week 3 - Image Segmentation
Lab: Implement a Fully Convolutional Neural Network
Lab: Implement a UNet
Lab: Instance Segmentation Demo
Programming Assignment: Image Segmentation of Handwritten Digits
Week 4 - Visualization and Interpretability
Lab: Class Activation Maps with Fashion MNIST
Lab: Class Activation Maps "Cats vs Dogs"
Lab: Saliency Maps
Lab: GradCAM
Programming Assignment: Cats vs Dogs Saliency Maps