What computer vision tutorials does supervision offer?

Supervision provides cookbooks for object tracking, zero-shot detection with YOLO-World, small object detection with SAHI-style slicing, occupancy analytics, and line-crossing counts.

How do I track objects in video with supervision?

Assign persistent tracker IDs before visualizing trajectories. The built-in sv.ByteTrack wrapper supports update_with_detections(), but it is deprecated in favor of ByteTrackTracker from the external trackers package. Combine tracked Detections with sv.TraceAnnotator. See the Object Tracking cookbook.

Cookbooks

Supervision Docs

Cookbooks

Resources
Docs
- Inference
- Supervision
- Trackers
- Maestro
- Roboflow

Go to GitHub

Supervision Cookbooks