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[FreeTutorials.Us] deep-learning-convolutional-neural-networks-theano-tensorflow
magnet:?xt=urn:btih:b9de4f8262677beb759bdf4856bbcc11bd56874c&dn=[FreeTutorials.Us] deep-learning-convolutional-neural-networks-theano-tensorflow
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b9de4f8262677beb759bdf4856bbcc11bd56874c
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30
文件数量
464.44 MB
文件大小
2018-7-26 18:11
创建日期
2024-6-26 19:06
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FreeTutorials
Us
deep-learning-convolutional-neural-networks-theano-tensorflow
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
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