How to use the Flask web framework to create an endpoint for our API.How to (and how not to) load a Keras model into memory so it can be efficiently used for inference.Learning APIs - you will be able to extend the code and customize it based on how scalableĪnd robust your API endpoint needs to be. The examples covered in this post will serve as a template/starting point for building your own deep In this tutorial, we will present a simple method to take a Keras model and deploy it as a REST API.
Adrian recently finished authoring Deep Learning for Computer Vision with Python ,Ī new book on deep learning for computer vision and image recognition using Keras. Adrian is the author of ,Ī blog about computer vision and deep learning. This is a guest post by Adrian Rosebrock.
Keras is a Deep Learning library for Python, that is simple, modular, and extensible.īuilding a simple Keras + deep learning REST API
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