Building a REST API with Tensorflow Serving (part 2)

This post is the second part of the tutorial of Tensorflow Serving in order to productionize Tensorflow objects and build a REST API to make calls to them. Part 1 is located here. Once these Tensorflow objects have been generated, it's time to make them publicly available to everyone. By building a REST API around … Continue reading Building a REST API with Tensorflow Serving (part 2)

Building a REST API with Tensorflow Serving (part 1)

What is Tensorflow Serving? One of the features that I personally think is undervalued from Tensorflow is the capability of serving Tensorflow models. At the moment of writing this post, the API that helps you do that is named Tensorflow Serving, and is part of the Tensorflow Extended ecosystem, or TFX for short. During the … Continue reading Building a REST API with Tensorflow Serving (part 1)