EECS498: Deep Learning for Computer Vision

Lecture Videos and Slides (Fall 2019)

#	Content	Slide
Lecture 1	Introduction to Deep Learning for Computer Vision	Slide 01
Lecture 2	Image Classification	Slide 02
Lecture 3	Linear Classifiers	Slide 03
Lecture 4	Optimization	Slide 04
Lecture 5	Neural Networks	Slide 05
Lecture 6	Backpropagation	Slide 06
Lecture 7	Convolutional Networks	Slide 07
Lecture 8	CNN Architectures	Slide 08
Lecture 9	Hardware and Software	Slide 09
Lecture 10	Training Neural Networks I	Slide 10
Lecture 11	Training Neural Networks II	Slide 11
Lecture 12	Recurrent Networks	Slide 12
Lecture 13	Attention	Slide 13
Lecture 14	Visualizing and Understanding CNNs	Slide 14
Lecture 15	Object Detection	Slide 15
Lecture 16	Detection and Segmentation	Slide 16
Lecture 17	3D Vision	Slide 17
Lecture 18	Videos	Slide 18
Lecture 19	Generative Models I	Slide 19
Lecture 20	Generative Models II	Slide 20
Lecture 21	Reinforcement Learning	Slide 21
Lecture 22	Conclusion	Slide 22

Reference