/EECS498-Deep-Learning-for-Computer-Vision

A course offered by Justin Johnson from the University of Michigan

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