[FreeTutorials.Us] deep-learning-convolutional-neural-networks-theano-tensorflow

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文件数目： 32个文件
文件大小： 464.44 MB
收录时间： 2017-8-31 22:14
访问次数： 1126
相关内容： FreeTutorials Us deep-learning-convolutional-neural-networks-theano-tensorflow

文件列表

01 Outline and Review/001 Introduction and Outline.mp4
2.92 MB
01 Outline and Review/002 Review of Important Concepts.mp4
5.72 MB
01 Outline and Review/003 Where to get the code and data for this course.mp4
5.59 MB
01 Outline and Review/004 How to Succeed in this Course.mp4
9.52 MB
01 Outline and Review/005 How to load the SVHN data and benchmark a vanilla deep network.mp4
10.06 MB
02 Convolution/006 What is convolution.mp4
8.54 MB
02 Convolution/007 Convolution example with audio Echo.mp4
12.1 MB
02 Convolution/008 Convolution example with images Gaussian Blur.mp4
14.06 MB
02 Convolution/009 Convolution example with images Edge Detection.mp4
7.9 MB
02 Convolution/010 Write Convolution Yourself.mp4
18.49 MB
02 Convolution/011 Alternative Views on Convolution.mp4
9.82 MB
03 Convolutional Neural Network Description/012 Translational Invariance.mp4
3.63 MB
03 Convolutional Neural Network Description/013 Architecture of a CNN.mp4
8.49 MB
03 Convolutional Neural Network Description/014 Relationship to Biology.mp4
3.94 MB
03 Convolutional Neural Network Description/015 Convolution and Pooling Gradients.mp4
4.21 MB
03 Convolutional Neural Network Description/016 LeNet - How the Shapes Go Together.mp4
21.68 MB
04 Convolutional Neural Network in Theano/017 Theano - Building the CNN components.mp4
6.99 MB
04 Convolutional Neural Network in Theano/018 Theano - Full CNN and Test on SVHN.mp4
39.36 MB
04 Convolutional Neural Network in Theano/019 Visualizing the Learned Filters.mp4
8.93 MB
05 Convolutional Neural Network in TensorFlow/020 TensorFlow - Building the CNN components.mp4
5.89 MB
05 Convolutional Neural Network in TensorFlow/021 TensorFlow - Full CNN and Test on SVHN.mp4
24.05 MB
06 Practical Tips/022 Practical Image Processing Tips.mp4
4.94 MB
07 Project Facial Expression Recognition/023 Facial Expression Recognition Problem Description.mp4
21.43 MB
07 Project Facial Expression Recognition/024 The class imbalance problem.mp4
10.11 MB
07 Project Facial Expression Recognition/025 Utilities walkthrough.mp4
13.48 MB
07 Project Facial Expression Recognition/026 Convolutional Net in Theano.mp4
51.68 MB
07 Project Facial Expression Recognition/027 Convolutional Net in TensorFlow.mp4
47.68 MB
08 Appendix/028 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4
43.92 MB
08 Appendix/029 How to Code by Yourself part 1.mp4
24.53 MB
08 Appendix/030 How to Code by Yourself part 2.mp4
14.8 MB
[FreeTutorials.Us].txt
75 B
Freetutorials.Us.url
119 B