Deep learning convolutional neural networks | 05CAC7BAA807EED07FBDD13985674C5559A59751

Deep learning convolutional neural networks

Name	deep-learning-convolutional-neural-networks	DOWNLOAD Copy Link
Total Size	1.3 GB
Total Files	64
Hash	05CAC7BAA807EED07FBDD13985674C5559A59751

/
deep-learning-convolutional-neural-networks_meta.sqlite	86.0 KB
deep-learning-convolutional-neural-networks_meta.xml	0.8 KB
/deep-learning-convolutional-neural-networks-theano-tensorflow/
Freetutorials.Us.url	0.1 KB
[FreeTutorials.Us].txt	0.1 KB
/08 Appendix/
028 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4	46.0 MB
028 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.ogv	56.0 MB
029 How to Code by Yourself part 1.mp4	25.7 MB
029 How to Code by Yourself part 1.ogv	30.4 MB
030 How to Code by Yourself part 2.mp4	15.5 MB
030 How to Code by Yourself part 2.ogv	19.4 MB
/.../03 Convolutional Neural Network Description/
012 Translational Invariance.mp4	3.8 MB
012 Translational Invariance.ogv	4.2 MB
013 Architecture of a CNN.mp4	8.9 MB
013 Architecture of a CNN.ogv	20.8 MB
014 Relationship to Biology.mp4	4.1 MB
014 Relationship to Biology.ogv	9.7 MB
015 Convolution and Pooling Gradients.mp4	4.4 MB
015 Convolution and Pooling Gradients.ogv	8.1 MB
016 LeNet - How the Shapes Go Together.mp4	22.7 MB
016 LeNet - How the Shapes Go Together.ogv	52.5 MB
/.../06 Practical Tips/
022 Practical Image Processing Tips.mp4	5.2 MB
022 Practical Image Processing Tips.ogv	9.0 MB
/02 Convolution/
006 What is convolution.mp4	9.0 MB
006 What is convolution.ogv	18.0 MB
007 Convolution example with audio Echo.mp4	12.7 MB
007 Convolution example with audio Echo.ogv	21.4 MB
008 Convolution example with images Gaussian Blur.mp4	14.7 MB
008 Convolution example with images Gaussian Blur.ogv	24.9 MB
009 Convolution example with images Edge Detection.mp4	8.3 MB
009 Convolution example with images Edge Detection.ogv	13.9 MB
010 Write Convolution Yourself.mp4	19.4 MB
010 Write Convolution Yourself.ogv	18.8 MB
011 Alternative Views on Convolution.mp4	10.3 MB
011 Alternative Views on Convolution.ogv	10.7 MB
/.../04 Convolutional Neural Network in Theano/
017 Theano - Building the CNN components.mp4	7.3 MB
017 Theano - Building the CNN components.ogv	14.9 MB
018 Theano - Full CNN and Test on SVHN.mp4	41.3 MB
018 Theano - Full CNN and Test on SVHN.ogv	77.3 MB
019 Visualizing the Learned Filters.mp4	9.4 MB
019 Visualizing the Learned Filters.ogv	16.1 MB
/.../05 Convolutional Neural Network in TensorFlow/
020 TensorFlow - Building the CNN components.mp4	6.2 MB
020 TensorFlow - Building the CNN components.ogv	11.2 MB
021 TensorFlow - Full CNN and Test on SVHN.mp4	25.2 MB
021 TensorFlow - Full CNN and Test on SVHN.ogv	47.6 MB
/.../07 Project Facial Expression Recognition/
023 Facial Expression Recognition Problem Description.mp4	22.5 MB
023 Facial Expression Recognition Problem Description.ogv	51.0 MB
024 The class imbalance problem.mp4	10.6 MB
024 The class imbalance problem.ogv	24.9 MB
025 Utilities walkthrough.mp4	14.1 MB
025 Utilities walkthrough.ogv	25.9 MB
026 Convolutional Net in Theano.mp4	54.2 MB
026 Convolutional Net in Theano.ogv	94.8 MB
027 Convolutional Net in TensorFlow.mp4	50.0 MB
027 Convolutional Net in TensorFlow.ogv	85.5 MB
/.../01 Outline and Review/
001 Introduction and Outline.mp4	3.1 MB
001 Introduction and Outline.ogv	5.9 MB
002 Review of Important Concepts.mp4	6.0 MB
002 Review of Important Concepts.ogv	9.2 MB
003 Where to get the code and data for this course.mp4	5.9 MB
003 Where to get the code and data for this course.ogv	8.7 MB
004 How to Succeed in this Course.mp4	10.0 MB
004 How to Succeed in this Course.ogv	12.6 MB
005 How to load the SVHN data and benchmark a vanilla deep network.mp4	10.5 MB
005 How to load the SVHN data and benchmark a vanilla deep network.ogv	19.7 MB
Total files 64