E1 216 : Computer Vision

LECTURE 12: LEARNING IN VISION

2024

In this lecture we will briefly consider the role of learning in vision and the explosion of deep learning in recent times. We will also look at some applications, especially object detection and classification.

• Slides for Learning in Vision

Notes:

• Required Reading Consult relevant slides from lectures 9 and 10 of Andreas Geiger's course
• Required Reading Consult relevant slides from lectures 19 and 21 of Noah Snavely's course
• Required Reading Subsections 5.1.1-5.1.4, 5.2.1, 5.3 and 7.5.3 in 2nd edition of Szeliski's book
• Recommended Reading Chapter 6 in 2nd edition of Szeliski's book

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