Author Archive | Adrian Rosebrock

Real-time object detection on the Raspberry Pi with the Movidius NCS

Today’s post is inspired by Danielle, a PyImageSearch reader who emailed me last week and asked: Hi Adrian, I’m enjoying your blog and I especially liked last week’s post about image classification with the Intel Movidius NCS. I’m still considering purchasing an Intel Movidius NCS for a personal project. My project involves object detection with […]

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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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Install dlib (the easy, complete guide)

The latest release of dlib is special. It completely removes the boost.python dependency, making it significantly easier to install across the board on macOS, Ubuntu, and Raspbian. Thanks to the work of Davis King (the creator and maintainer of the dlib library) and Mischan Toos-Haus (who is responsible for removing the boost.python dependency), we can […]

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PyImageConf 2018: The practical, hands-on computer vision and deep learning conference

Today I’m pleased to announce the finalized details to an event I’ve been working on behind the scenes for quite some time: PyImageConf 2018: The practical, hands-on computer vision conference Imagine taking the practical, hands-on teaching style of the PyImageSearch blog… …and translating it to a live, in person conference. Sound interesting? Keep reading to […]

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Taking screenshots with OpenCV and Python

Happy New Year! It’s now officially 2018…which also means that PyImageSearch is (almost) four years old! I published the very first blog post on Monday, January 12th 2014. Since then over 230 posts have been published, along with two books and a full-fledged course. At the beginning of every New Year I take some quiet […]

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