Guia docent 2023_24 Escola Tècnica Superior d'Enginyeria

Continguts

Tema	Subtema
1. Introduction	- Problems and history - Basics - Optimisation: regularisation, SGD, etc. - Classification vs regression by MLP
2. Image segmentation	- Semantic image segmentation - Instance image segmentation
3. Object detection	- Two-stages object detection - Yolo-like object detection
4. Transfer learning	- Self-supervised learning - Multi-task learning - Domain adaptation