YOLOv8 Object Counting in Realtime with Webcam OpenCV and Supervision

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=QV85eYOb7gk

Curious about how to build an application capable of detecting objects on a camera stream in real time? You are in the right place! Together we will learn how to access the webcam using OpenCV, detect objects with YOLOv8, and count them with Supervision. • Chapters: • 0:00 Introduction • 0:38 Webcam inference with YOLOv8 CLI • 02:12 Accessing webcam with OpenCV • 07:05 Webcam inference with YOLOv8 SDK • 08:25 Drawing bounding boxes • 10:05 Using polygon zones to count detections • 14:28 Eliminating double detections with agnostic NMS • 16:07 Few extra tricks • 18:59 Conclusion • Resources: • 🌏 Roboflow: https://roboflow.com • 🌌 Roboflow Universe: https://universe.roboflow.com • 📷 Demo repository: https://github.com/SkalskiP/yolov8-live • 🤩 Supervision documentation: https://roboflow.github.io/supervision • ⭐ Supervision repository: https://github.com/roboflow/supervision • Stay updated with the projects I'm working on at https://github.com/roboflow and https://github.com/SkalskiP! ⭐

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