Multi-Camera Tracking with Re-ID
Guide to MOT, MCMOT, person detection, and re-identification.
Topics Covered
- Tracking API - OpenCV single-object trackers
- Person Detection - YOLOv4-tiny detection
- Person Re-ID - Deep feature extraction for matching
- MOT - Multi-object tracking with SORT concepts
- MCMOT - Cross-camera tracking and association
Tutorial Files
| File | Description |
|---|---|
01_tracking_basics.py |
OpenCV tracking API, single object trackers |
02_person_detection.py |
YOLOv4-tiny person detection |
03_person_reid.py |
Person re-identification with deep features |
04_mot_tracker.py |
Multi-object tracking with SORT/DeepSORT concepts |
05_mcmot_multicam.py |
Cross-camera tracking and Re-ID matching |