Python API

Use boxmot for the high-level workflow facade, and explicit modules such as boxmot.reid, boxmot.trackers, and boxmot.trackers.tracker_zoo for lower-level access.

For a getting-started view, see Python Usage.

Main entry points

• Boxmot for high-level workflow orchestration across track, generate, val, tune, research, and export
• track(...) for composable detector + ReID + tracker execution
• evaluate(...) for runtime summaries
• Detector for public detector wrapping
• ReID for the unified ReID runtime
• result types such as TrackRunResult, GenerateResult, ValidationResult, TuneResult, and ResearchResult

Minimal example

from boxmot import Boxmot

boxmot = Boxmot(detector="yolov8n", reid="lmbn_n_duke", tracker="boosttrack")
run = boxmot.track(source="video.mp4", save=True)
print(run)

Pages

• Boxmot Facade
• track(...) and evaluate(...)
• Detector
• ReID
• Results Objects
• Tracker Factory