Track & Count Objects Using YOLOv8, ByteTrack & Supervision

Introduction
Setting up the Python environment for vehicle tracking
Using YOLOv8 for vehicle detection
Building custom inference pipeline with Supervision for a single image
Building custom inference pipeline with Supervision for a whole video
Tracking detections with ByteTrack
Counting objects crossing the line with Supervision
Training YOLOv8 Object Detection model on custom dataset
Detect, track, and count candies on the conveyor
Conclusion