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tensoflow-convolution-models

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

The models:

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

<img width="425" alt="lenet_model" src="https://cloud.githubusercontent.com/assets/1261626/17627955/6d3b0c86-60b3-11e6-8433-3ce7f2e4ce35.png"> <img width="454" alt="lenet_loss" src="https://cloud.githubusercontent.com/assets/1261626/17627954/6d27a808-60b3-11e6-9c20-bf16f1156a68.png"> <img width="454" alt="lenet_loss_mean" src="https://cloud.githubusercontent.com/assets/1261626/17627953/6d03dc7a-60b3-11e6-9c19-2fc004c8dc06.png">