![]() ![]() This example will work with both pre-recorded videos and live streams from your webcam however, we’ll be developing this system on our laptops/desktops. The remainder of this article will detail how to build a basic motion detection and tracking system for home surveillance using computer vision techniques. This is the first post in a two part series on building a motion detection and tracking system for home surveillance. Looking for the source code to this post? Jump Right To The Downloads Section A 2-part series on motion detection Update July 2021: Added new sections on alternative background subtraction and motion detection algorithms we can use with OpenCV.You can start by choosing your own datasets or using our PyimageSearch’s assorted library of useful datasets.īring data in any of 40+ formats to Roboflow, train using any state-of-the-art model architectures, deploy across multiple platforms (API, NVIDIA, browser, iOS, etc), and connect to applications or 3rd party tools. Sign up or Log in to your Roboflow account to access state of the art dataset libaries and revolutionize your computer vision pipeline. Roboflow has free tools for each stage of the computer vision pipeline that will streamline your workflows and supercharge your productivity. It allows us to observe how movement is detected and tracked over time. And if James tries to steal my beer again, I’ll catch him redhanded.Ī dataset of video sequences is fundamental for understanding basic motion detection and tracking. Otherwise I’ll mount a Raspberry Pi + camera on top of my kitchen cabinets and catch you.īut I take my beer seriously. I mounted a Raspberry Pi to the top of my kitchen cabinets to automatically detect if he tried to pull that beer stealing shit again:įigure 1: Don’t steal my damn beer. He is my only (ex-)friend who drinks IPAs. In reality, I didn’t really see him drink the beer as my face was buried in my laptop, fingers floating above the keyboard, feverishly pounding out tutorials and articles. And after calling it quits for the night, all I wanted was to do relax and watch my all-time favorite movie, Jurassic Park, while sipping an ice cold Finestkind IPA from Smuttynose, a brewery I have become quite fond of as of late.īut that son of a bitch James had come over last night and drank my last beer. My brain was fried, practically leaking out my ears like half cooked scrambled eggs. You see, I had just spent over 12 hours writing content for the upcoming PyImageSearch Gurus course. But I muttered them to myself in an exasperated sigh of disgust as I closed the door to my refrigerator. These are words a man should never, ever have to say. ![]()
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