[FreeTutorials.Us] deep-learning-convolutional-neural-networks-theano-tensorflow
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2018-7-26 18:11 | 2024-11-15 10:21 | 197 | 464.44 MB | 30 |
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文件列表
- 01 Outline and Review/001 Introduction and Outline.mp42.92MB
- 01 Outline and Review/002 Review of Important Concepts.mp45.72MB
- 01 Outline and Review/003 Where to get the code and data for this course.mp45.59MB
- 01 Outline and Review/004 How to Succeed in this Course.mp49.52MB
- 01 Outline and Review/005 How to load the SVHN data and benchmark a vanilla deep network.mp410.06MB
- 02 Convolution/006 What is convolution.mp48.54MB
- 02 Convolution/007 Convolution example with audio Echo.mp412.1MB
- 02 Convolution/008 Convolution example with images Gaussian Blur.mp414.06MB
- 02 Convolution/009 Convolution example with images Edge Detection.mp47.9MB
- 02 Convolution/010 Write Convolution Yourself.mp418.49MB
- 02 Convolution/011 Alternative Views on Convolution.mp49.82MB
- 03 Convolutional Neural Network Description/012 Translational Invariance.mp43.63MB
- 03 Convolutional Neural Network Description/013 Architecture of a CNN.mp48.49MB
- 03 Convolutional Neural Network Description/014 Relationship to Biology.mp43.94MB
- 03 Convolutional Neural Network Description/015 Convolution and Pooling Gradients.mp44.21MB
- 03 Convolutional Neural Network Description/016 LeNet - How the Shapes Go Together.mp421.68MB
- 04 Convolutional Neural Network in Theano/017 Theano - Building the CNN components.mp46.99MB
- 04 Convolutional Neural Network in Theano/018 Theano - Full CNN and Test on SVHN.mp439.36MB
- 04 Convolutional Neural Network in Theano/019 Visualizing the Learned Filters.mp48.93MB
- 05 Convolutional Neural Network in TensorFlow/020 TensorFlow - Building the CNN components.mp45.89MB
- 05 Convolutional Neural Network in TensorFlow/021 TensorFlow - Full CNN and Test on SVHN.mp424.05MB
- 06 Practical Tips/022 Practical Image Processing Tips.mp44.94MB
- 07 Project Facial Expression Recognition/023 Facial Expression Recognition Problem Description.mp421.43MB
- 07 Project Facial Expression Recognition/024 The class imbalance problem.mp410.11MB
- 07 Project Facial Expression Recognition/025 Utilities walkthrough.mp413.48MB
- 07 Project Facial Expression Recognition/026 Convolutional Net in Theano.mp451.68MB
- 07 Project Facial Expression Recognition/027 Convolutional Net in TensorFlow.mp447.68MB
- 08 Appendix/028 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp443.92MB
- 08 Appendix/029 How to Code by Yourself part 1.mp424.53MB
- 08 Appendix/030 How to Code by Yourself part 2.mp414.8MB
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