【深度学习】密歇根大学EECS 498-007/598-005 深度学习计算机视觉课程

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https://www.youtube.com/playlist?list=PL5-TkQAfAZFbzxjBHtzdVCWE0Zbhomg7r EECS 498-007 / 598-005 EECS 498-007/598-005 Deep Learning for Computer Vision Home: https://web.eecs.umich.edu/~justincj/teaching/eecs498/
众多AI领域优秀的学者及公司分享最前沿的研究成果,并与学者对相关学术议题进行交流探讨,促进研究方向的交叉融合。
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Lecture 1- Introduction to Deep Learning for Computer Vision
57:56
Lecture 2- Image Classification
01:02:15
Lecture 3- Linear Classifiers
01:02:06
Lecture 4- Optimization
01:03:07
Lecture 5- Neural Networks
01:02:07
Lecture 6- Backpropagation
01:11:16
Lecture 7- Convolutional Networks
01:08:53
Lecture 8- CNN Architectures
01:12:04
Lecture 9- Hardware and Software
01:12:22
Lecture 10- Training Neural Networks I
01:12:14
Lecture 11- Training Neural Networks II
01:19:14
Lecture 12- Recurrent Networks
01:13:28
Lecture 13- Attention
01:11:53
Lecture 14- Visualizing and Understanding
01:12:04
Lecture 15- Object Detection
01:12:32
Lecture 16- Detection and Segmentation
01:10:07
Lecture 17- 3D Vision
01:12:35
Lecture 18- Videos
01:15:21
Lecture 19- Generative Models I
01:11:13
Lecture 20- Generative Models II
01:12:48
Lecture 21- Reinforcement Learning
01:11:45
Lecture 22- Conclusion
01:13:29
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