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Raspberry Pi
Tutorials

Multiple cameras with the Raspberry Pi and OpenCV

January 18, 2016

I’ll keep the introduction to today’s post short, since I think the title of this post and GIF animation above speak for themselves. Inside this post, I’ll demonstrate how to attach multiple cameras to your Raspberry Pi…and access all of…

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Raspberry Pi
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Unifying picamera and cv2.VideoCapture into a single class with OpenCV

January 4, 2016

Over the past two weeks on the PyImageSearch blog, we have discussed how to use threading to increase our FPS processing rate on both built-in/USB webcams, along with the Raspberry Pi camera module. By utilizing threading, we learned that we…

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Libraries
Raspberry Pi
Tutorials

Increasing Raspberry Pi FPS with Python and OpenCV

December 28, 2015

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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OpenCV Tutorials
Raspberry Pi
Tutorials

Installing OpenCV on your Raspberry Pi Zero

December 14, 2015

In this blog post I’ll demonstrate how to install OpenCV 3 on the Raspberry Pi Zero. Since I’ve covered how to install OpenCV on the Raspberry Pi in multiple, previous blog posts, I’ll keep this post on the shorter side…

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OpenCV Tutorials
Raspberry Pi
Tutorials

How to install OpenCV 3 on Raspbian Jessie

October 26, 2015

A few weeks ago Raspbian Jessie was released, bringing in a ton of new, great features. However, the update to Jessie also broke the previous OpenCV + Python install instructions for Raspbian Wheezy: Install OpenCV 2.4 with Python 2.7 bindings…

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OpenCV Tutorials
Tutorials

Installing OpenCV 3.0 for both Python 2.7 and Python 3+ on your Raspberry Pi 2

July 27, 2015

Honestly, I love the Raspberry Pi for teaching computer vision — it is perhaps one of the best teaching tools to expose programmers, developers, and students to the world of computer vision. It’s great for hobbyists and garage-room hackers, as…

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Raspberry Pi
Tutorials

Home surveillance and motion detection with the Raspberry Pi, Python, OpenCV, and Dropbox

June 1, 2015

Wow, last week’s blog post on building a basic motion detection system was awesome. It was a lot of fun to write and the feedback I got from readers like yourself made it well worth the effort to put together.…

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Raspberry Pi
Tutorials

Accessing the Raspberry Pi Camera with OpenCV and Python

March 30, 2015

Over the past year the PyImageSearch blog has had a lot of popular blog posts. Using k-means clustering to find the dominant colors in an image was (and still is) hugely popular. One of my personal favorites, building a kick-ass…

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Raspberry Pi
Tutorials

Install OpenCV and Python on your Raspberry Pi 2 and B+

February 23, 2015

My Raspberry Pi 2 just arrived in the mail yesterday, and man is this berry sweet. This tiny little PC packs a real punch with a 900mhz quadcore processor and 1gb of RAM. To give some perspective, the Raspberry Pi…

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