Archive | APIs

Deep learning in production with Keras, Redis, Flask, and Apache

Shipping deep learning models to production is a non-trivial task. If you don’t believe me, take a second and look at the “tech giants” such as Amazon, Google, Microsoft, etc. — nearly all of them provide some method to ship your machine learning/deep learning models to production in the cloud. Going with a model deployment service […]

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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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