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Inria STARSDeep Learning for Computer Vision |
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Winter 2025 |
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Lecture | Date | Topic | Instructor | Course Materials | TP/TD |
Week 1 | |||||
1 | Tue 14/01/2025 | Introduction. Image Classification. PyTorch Basics. | Francois, Tomasz |
slides F. (pdf)
video F (mp4) |
TP1 |
Week 2 | |||||
2 | Tue 21/01/2025 | Object Detection | Tomasz |
slides T. (pdf)
video T. (mp4) |
TP2 |
Week 3 | |||||
3 | Tue 28/01/2025 | Object Tracking | Tomasz |
slides T. (pdf)
video Tomasz (mp4) |
TP3 |
Week 4 | |||||
4 | Tue 04/02/2025 | Video and Action Classification | Snehashis | slides Snehashis (pdf) video Snehashis (mp4) | TP4.1 TP4.2 |
Week 5 | |||||
5 | Tue 04/03/2025 | Action Detection and Anticipation | Snehashis |
slides Snehashis (pdf)
video (mp4) |
TP5 |
Week 6 | |||||
6 | Tue 11/03/2025 | Image and Video Generation | Seongro |
slides Seongro (pdf)
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Week 7 | |||||
7 | Tue 18/03/2025 | Foundation Models | Mahmoud |
slides (pdf)
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TP6 |
Week 8 | |||||
8 | Tue 25/03/2025 | Final Project Presentations |