YOLOv8 native tracking | Step-by-step tutorial | Tracking with Live Webcam Stream

Roboflow · Beginner ·👁️ Computer Vision ·3y ago
The YOLOv8 team just released (March 9, 2023) native support for object tracking algorithms (ByteTrack and BoT-SORT): https://docs.ultralytics.com/tasks/tracking/ The video will show you how to use the new YOLOv8 object tracking functionality using a live webcam stream. Whether you're an experienced developer or a beginner in the field of computer vision, this video covers everything you need to know to get started with object tracking using YOLOv8. With step-by-step instructions, you'll learn how to use state-of-the-art deep-learning models to track objects in videos and live streams. Chap…
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Chapters (9)

Introduction
0:44 Setup Python environment
1:28 Real-time object tracking in the terminal with YOLOv8 CLI
2:17 Bulk video tracking with YOLOv8 SDK
4:56 Setting up inference loop with YOLOv8 SDK
6:11 Bounding box annotation with Supervision
8:18 YOLOv8 tracking ⭐
10:26 Real-time object counting with Supervision
12:57 Conclusion

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