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YOLO: Real-Time Object Detection
You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Pascal Titan X it processes images at 30 FPS and has a mAP of 57.9% on COCO test-dev.
Joseph Redmon
This was a talk I gave at the AI for Peace Workshop at ICLR 2026. The whole workshop was amazing and I want to give so much thanks to the organizers and other speakers. Having these kinds of discussions, especially at a large ML conference like ICLR, is super important and I hope there is a lot more of this in the…
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Ancient secrets of computer vision
This class is a general introduction to computer vision. It covers standard techniques in image processing like filtering, edge detection, stereo, flow, etc. (old-school vision), as well as newer, machine-learning based computer vision. It was originally offered in the spring of 2018 at the University of Washington .
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Darknet: C and CUDA open source neural network framework
Darknet is an open source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation. You can find the source on GitHub or you can read more about what Darknet can do right here: