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https://github.com/mmourafiq/tensorflow-convolution-models

cnn cnn-architecture cnn-model convolution convolutional-models tensorflow tensorflow-models

Last synced: about 1 month ago
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Host: GitHub
URL: https://github.com/mmourafiq/tensorflow-convolution-models
Owner: mmourafiq
License: mit
Created: 2016-05-23T08:17:24.000Z (over 8 years ago)
Default Branch: master
Last Pushed: 2016-08-13T10:42:39.000Z (over 8 years ago)
Last Synced: 2024-09-27T21:20:59.935Z (about 2 months ago)
Topics: cnn, cnn-architecture, cnn-model, convolution, convolutional-models, tensorflow, tensorflow-models
Language: Jupyter Notebook
Size: 138 KB
Stars: 23
Watchers: 3
Forks: 15
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # tensoflow-convolution-models

Tensorflow implementation of convolutional models using the high-level machine learning API:

  * [tf.contrib.learn](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/learn/python/learn)

  * [tf.contrib.layers](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/layers)

The models:

  * [LeNet](http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf)

  * [AlexNet](http://www.cs.toronto.edu/~fritz/absps/imagenet.pdf)

This repo also contains a notebook that shows the result of the different steps in the convolutional architectures.

For more details please look at this blog post [Playing with convolutions in TensorFlow](http://mourafiq.com/2016/08/10/playing-with-convolutions-in-tensorflow.html)