斯坦福CS231N卷积神经网络与视觉识别(2016)
斯坦福大学Fei-Fei Li，Andrej Karpathy，Justin Johnson的深度学习计算机视觉课程，课程主页：http://cs231n.stanford.edu/
视频选集
（1/15）
1、Introduction and Historical Context
01:19:08
2、Data-driven approach, kNN, Linear Classification
57:28
3、Linear Classification 2, Optimization
01:11:23
4、Backpropagation, Neural Networks 1
01:19:39
5、Neural Networks Part 2
01:18:38
6、Neural Networks Part 3 _ Intro to ConvNets
01:09:36
7、Convolutional Neural Networks
01:19:01
8、Localization and Detection
01:04:57
9、Visualization, Deep Dream, Neural Style, Adversarial Examples
01:18:20
10、Recurrent Neural Networks, Image Captioning, LSTM
01:09:56
11、ConvNets in practice
01:15:05
12、Deep Learning libraries
01:21:09
13、Segmentation, soft attention, spatial transformers
01:11:01
14、Videos and Unsupervised Learning
01:17:38
15、Invited Talk by Jeff Dean
01:14:51
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