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Deep Learning
Semantic Segmentation
Tutorials

Semantic segmentation with OpenCV and deep learning

September 3, 2018

In this tutorial, you will learn how to perform semantic segmentation using OpenCV, deep learning, and the ENet architecture. After reading today’s guide, you will be able to apply semantic segmentation to images and video using OpenCV. Deep learning has…

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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
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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Tutorials

Basic motion detection and tracking with Python and OpenCV

May 25, 2015

Last updated on July 8, 2021. That son of a bitch. I knew he took my last beer. These are words a man should never, ever have to say. But I muttered them to myself in an exasperated sigh of…

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Tutorials

Accessing Individual Superpixel Segmentations with Python

December 29, 2014

There were three huge influences in my life that made me want to become a scientist. The first was David A. Johnston, an American USGS volcanologist who died on May 18th, 1980, the day of the catastrophic eruption of Mount…

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Image Processing
Tutorials

Thresholding: Simple Image Segmentation using OpenCV

September 8, 2014

Tragic. Heartbreaking. Unbearable. These are the three words that I would use to describe my past week. About a week ago, a close childhood friend of mine passed away in a tragic car accident. I went to elementary school and…

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Tutorials

Skin Detection: A Step-by-Step Example using Python and OpenCV

August 18, 2014

So last night I went out for a few drinks with my colleague, James, a fellow computer vision researcher who I have known for years. You see, James likes to party. He’s a “go hard” type of guy. He wanted…

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Image Processing
Tutorials

Segmentation: A SLIC Superpixel Tutorial using Python

July 28, 2014

Have you ever had a horrible case of eyelid twitching? One where your eyelid just won’t stop spazzing out, no matter what you do? That’s currently what’s going on with me — and it’s been going on for over two…

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