You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
Libraries
Today is the second post in our three part series on milking every last bit of performance out of your webcam or Raspberry Pi camera. Last week we discussed how to: Increase the FPS rate of our video processing pipeline.…
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Over the next few weeks, I’ll be doing a series of blog posts on how to improve your frames per second (FPS) from your webcam using Python, OpenCV, and threading. Using threading to handle I/O-heavy tasks (such as reading frames…
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OpenCV can be a big, hard to navigate library, especially if you are just getting started learning computer vision and image processing. The release of OpenCV 3 has only further complicated matters, moving a few important functions around and even…
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I think a better title for this blog post might be: How I lost a day of productivity to Ubuntu, virtual environments, matplotlib, and rendering backends. Over the weekend I was playing around with deep learning on my Ubuntu system…
Read More of Resolved: Matplotlib figures not showing up or displaying
One of the main benefits of the bat-country Python package for deep dreaming and visualization is its ease of use, extensibility, and customization. And let me tell you, that customization really came in handy last Friday when the Google Research…
Read More of Generating art with guided deep dreaming.
We can’t stop here, this is bat country. Just a few days ago, the Google Research blog published a post demonstrating a unique, interesting, and perhaps even disturbing method to visualize what’s going inside the layers of a Convolutional Neural…
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It’s been a long time coming, but OpenCV 3.0 has finally been released! This update is definitely one of the most extensive overhauls to the library in recent years, and boasts increased stability, performance increases, and OpenCL support. But by…
Read More of OpenCV 3.0 released — and the coming changes to the PyImageSearch blog.
I really, really hope that someone finds this resource useful. The amount of time I have wasted over the past few months (passively) trying to get boost and boost-python to install on my OSX machine via Homebrew has been nothing…
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You know what’s a really good feeling? Contributing to the open source community. PyPI, the Python Package Index repository is a wonderful thing. It makes downloading, installing, and managing Python libraries and packages a breeze. And with all that said,…
Read More of I just open sourced my personal imutils package: A series of OpenCV convenience functions.
Embedded/IoT and Computer Vision