boxmot

library18.0.0pypypi✓ verified 81d ago

BoxMOT provides pluggable state-of-the-art multi-object tracking modules for segmentation, object detection, and pose estimation models. Current version 18.0.0 requires Python <3.13,>=3.9 and follows a fast release cadence.

ai-ml

pip install boxmot

package ↗

INSTALL

IMPORT

SIG · BOXMOT

boxmot

ai-mlpythonv18.0.0

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

Boxmot

✓ from boxmot import Boxmot

✗ from boxmot import BoTSORT

Initialize BoTSORT tracker and update with dummy detections.

from boxmot import BoTSORT import numpy as np # Initialize tracker tracker = BoTSORT() # Simulate detections: [x1, y1, x2, y2, conf, class_id] detections = np.array([[100, 100, 200, 200, 0.9, 0]]) # Update with a dummy image (for embeddings, pass real image if needed) results = tracker.update(detections, np.zeros((480, 640, 3), dtype=np.uint8)) print(results)

Debug

Known issues

breakingIn version 18.0.0, the import paths changed: trackers are now directly under boxmot, not boxmot.trackers.

fix

Use `from boxmot import BoTSORT` instead of `from boxmot.trackers import BoTSORT`.

affects: >=18.0.0

breakingThe signature of the update method changed. The method now requires a second argument (image) for features, and the return format may differ.

fix

Call tracker.update(detections, image) where image is a numpy array (H,W,3). Review return structure.

affects: >=18.0.0

deprecatedThe creation of a tracker without explicit configuration will use defaults; future versions may require config.

fix

Pass a configuration dictionary to the tracker constructor, e.g., BoTSORT(config={...}).

affects: >=17.0.0

Upgrade

Version history

18.0.0latest on PyPI · released Apr 14, 2026

Audit

Dependencies

ultralyticsoptionalRequired for YOLO detection models integration

laprequiredLinear assignment solver for tracking

Agent activity

22 hits · last 30 days

node

OpenAI (training)

Resources

packagehttps://pypi.org/project/boxmot/ ↗