Realtime Object Detection Using Opencv Python On Cpu Opencv Object Detection Tutorial - Detailed Analysis
Object detection with OpenCV Python in real-time Thanks to my amazing friends: Jayant, Raghav, Dev and Farhan for their help. the code is on GitHub but its difficult to understand ... YOLO (You only look once) is a state of the art YOLOv8 Object Detection and Instance Segmentation This is the result of measuring vehicle speed Steps: Load image -- convert grayscale -- blur -- threshold adapt -- find contours -- filter contours.
After YOLO object detection (Output Video)
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![[Optical Flow] Vehicle Speed Estimation using OpenCV, Python](https://i.ytimg.com/vi/AEd7tev39Ns/mqdefault.jpg)




