From Keras model to Angular application – Towards Data Science

Working with TensorFlow Serving I thought, it would be really great to serve the Keras models too. The advantage of Keras is obvious -- it significantly simplifies the model development and allows trying of the models much faster than the pure TensorFlow framework. Another motivation, I wanted to make a client independent of the huge TensorFlow framework and use a very limited part of the Serving capabilities. Keras provides high-level neural network API and is capable to run on top of TensorFlow, CNTK or Theano. Basically, it abstracts those frameworks, is much easier to understand and learn and allows you to do more with less code.