Tensorflow Examples

This example package implements simple CNN trainings with tensorflow using the MNIST database. It is implemented two CNNs:

• Lenet using softmax
• Siamease network (Lenet as a base)

Installation

With tensorflow installed in your environment just run:

$ python bootstrap.py
$ ./bin/buildout

Documentation

For the time being has just one script that trains the MNIST using the Lenet architecture using the softmax cross entropy loss. Run the command bellow to have some help:

$ ./bin/train_mnist.py --help # Lenet using softmax
$ ./bin/train_mnist_siamese.py --help # Lenet using siamese net

It is just the classical stuff. I haven't added any regularization (L2, L1, dropout, etc )