Deep learning API using Keras and Flask

In Chapter 12, Introduction to Deep Learning, we saw how to create deep learning applications using both TensorFlow and Keras. In this section, we will see how to create a deep learning API using both Keras and Flask.

More specifically, we are going to see how to work with pre-trained deep learning architectures included in Keras and, then, we will see how to create a deep learning API using these pre-trained deep learning architectures.

Keras applications

Keras Applications (https://keras.io/applications/, compatible with Python 2.7-3.6 and distributed under the MIT license) is the application module of the Keras deep learning library, providing both deep learning model definitions...