Tag Archives | rest api

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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Announcing the PyImageSearch Web API

Today I am super excited to officially announce the PyImageSearch web API. I’ve been planning on building this API for awhile now, and finally last weeks blog post on building a face detection Web API was just the kick in the ass I needed to finish up the project and push it online. The PyImageSearch Web […]

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Creating a face detection API with Python and OpenCV (in just 5 minutes)

So you’ve just built your first awesome computer vision app. Maybe it can detect faces in images. Or maybe your app can recognize prescription pills in photos. Or maybe your computer vision app can identify the covers of top selling books, all while displaying the latest reader reviews and the cheapest websites online to purchase them. So the big […]

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