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Introduction
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Classroom Contents
Track & Count Objects Using YOLOv8, ByteTrack & Supervision
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- 1 Introduction
- 2 Setting up the Python environment for vehicle tracking
- 3 Using YOLOv8 for vehicle detection
- 4 Building custom inference pipeline with Supervision for a single image
- 5 Building custom inference pipeline with Supervision for a whole video
- 6 Tracking detections with ByteTrack
- 7 Counting objects crossing the line with Supervision
- 8 Training YOLOv8 Object Detection model on custom dataset
- 9 Detect, track, and count candies on the conveyor
- 10 Conclusion
