mnist-tensorflow-example

Just the usual mnist example in 3 variations (+ flask serving)

Dependencies

Install via pip

tensorflow (https://www.tensorflow.org/install/)

keras (https://keras.io/#installation)

h5py

flask

mnist.py

python mnist.py

Taken from the tensorflow tutorial (https://www.tensorflow.org/get_started/mnist/beginners)

mnist_conv.py

python mnist-conv.py

Taken from the tensorflow tutorial (https://www.tensorflow.org/get_started/mnist/pros)

mnist-keras.py

python mnist-keras.py

Basic mnist cnn using keras (https://keras.io/)

mnist-keras-flask.py

python mnist-keras-flask.py

Simple web app that loads the keras model created with the mnist-keras.py script and lets you test it (taken from https://github.com/llSourcell/how_to_deploy_a_keras_model_to_production)