[FreeTutorials.Us] deep-learning-convolutional-neural-networks-theano-tensorflow -移花宫-武林禁地，闲人禁止入内

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

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

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文件列表

01 Outline and Review/001 Introduction and Outline.mp4 3.1 MB
01 Outline and Review/002 Review of Important Concepts.mp4 6.0 MB
01 Outline and Review/003 Where to get the code and data for this course.mp4 5.9 MB
01 Outline and Review/004 How to Succeed in this Course.mp4 10.0 MB
01 Outline and Review/005 How to load the SVHN data and benchmark a vanilla deep network.mp4 10.5 MB
02 Convolution/006 What is convolution.mp4 9.0 MB
02 Convolution/007 Convolution example with audio Echo.mp4 12.7 MB
02 Convolution/008 Convolution example with images Gaussian Blur.mp4 14.7 MB
02 Convolution/009 Convolution example with images Edge Detection.mp4 8.3 MB
02 Convolution/010 Write Convolution Yourself.mp4 19.4 MB
02 Convolution/011 Alternative Views on Convolution.mp4 10.3 MB
03 Convolutional Neural Network Description/012 Translational Invariance.mp4 3.8 MB
03 Convolutional Neural Network Description/013 Architecture of a CNN.mp4 8.9 MB
03 Convolutional Neural Network Description/014 Relationship to Biology.mp4 4.1 MB
03 Convolutional Neural Network Description/015 Convolution and Pooling Gradients.mp4 4.4 MB
03 Convolutional Neural Network Description/016 LeNet - How the Shapes Go Together.mp4 22.7 MB
04 Convolutional Neural Network in Theano/017 Theano - Building the CNN components.mp4 7.3 MB
04 Convolutional Neural Network in Theano/018 Theano - Full CNN and Test on SVHN.mp4 41.3 MB
04 Convolutional Neural Network in Theano/019 Visualizing the Learned Filters.mp4 9.4 MB
05 Convolutional Neural Network in TensorFlow/020 TensorFlow - Building the CNN components.mp4 6.2 MB
05 Convolutional Neural Network in TensorFlow/021 TensorFlow - Full CNN and Test on SVHN.mp4 25.2 MB
06 Practical Tips/022 Practical Image Processing Tips.mp4 5.2 MB
07 Project Facial Expression Recognition/023 Facial Expression Recognition Problem Description.mp4 22.5 MB
07 Project Facial Expression Recognition/024 The class imbalance problem.mp4 10.6 MB
07 Project Facial Expression Recognition/025 Utilities walkthrough.mp4 14.1 MB
07 Project Facial Expression Recognition/026 Convolutional Net in Theano.mp4 54.2 MB
07 Project Facial Expression Recognition/027 Convolutional Net in TensorFlow.mp4 50.0 MB
08 Appendix/028 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
08 Appendix/029 How to Code by Yourself part 1.mp4 25.7 MB
08 Appendix/030 How to Code by Yourself part 2.mp4 15.5 MB
[FreeTutorials.Us].txt 75 Bytes
Freetutorials.Us.url 119 Bytes