Inria STARSDeep Learning for Computer Vision |
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Autumn 2023 |
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Lecture | Date | Topic | Instructor | Course Materials | TP/TD |
Week 1 | |||||
1 | Tue 12/09/2023 | Introduction. Image Classification. PyTorch Basics. | Francois, Tomasz |
slides F. (pdf)
video F (mp4) |
TP1 |
Week 2 | |||||
2 | Tue 19/09/2023 | Object Detection | Tomasz |
slides T. (pdf)
video T. (mp4) |
TP2 |
Week 3 | |||||
3 | Tue 26/09/2023 | Object Tracking | Tomasz |
slides (pdf)
video Tomasz (mp4) |
TP3 |
Week 4 | |||||
4 | Tue 10/10/2023 | Video Classification | Snehashis | slides Snehashis (pdf) video Snehashis (mp4) | TP4 |
Week 5 | |||||
5 | Tue 24/10/2023 | Action Recognition | Snehashis |
slides Snehashis (pdf)
video (mp4) |
TP5 |
Week 6 | |||||
6 | Tue 21/11/2023 | Video Generation | Valeriya |
slides (pdf)
video : video generation (mp4) | Github main TP6.1 TP6.2 TP6.3 |
Week 7 | |||||
7 | Tue 28/11/2023 | Diffusion | Valeriya |
slides (pdf)
video : diffusion modeles (mp4) |
TP6.4 TP6.5 TP6.6 TP6.7 |
Week 8 | |||||
8 | Tue 05/12/2023 | Final Project Presentations |