Tag Archives | flask

A scalable Keras + deep learning REST API

In today’s blog post we are going to create a deep learning REST API that wraps a Keras model in an efficient, scalable manner. Our Keras + deep learning REST API will be capable of batch processing images, scaling to multiple machines (including multiple web servers and Redis instances), and round-robin scheduling when placed behind […]

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Adding a web interface to our image search engine with Flask

This is a guest post by Michael Herman from Real Python – learn Python programming and web development through hands-on, interesting examples that are useful and fun! In this tutorial, we’ll take the command line image search engine from the previous tutorial and turn it into a full-blown web application using Python and Flask. More specifically, […]

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The Best Python Books of 2014

We’re not even halfway through 2014 yet, but there have been some really amazing Python books released this year that have not been getting much attention. Some of these books are related to computer vision, some to machine learning and statistical analysis, and others to parallel computing. While not all of these books are directly related […]

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