trackers

library2.4.0pypypiunverified

A unified library for object tracking featuring clean room re-implementations of leading multi-object tracking algorithms. Current version: 2.4.0. Release cadence: irregular, with occasional major updates.

ai-ml

pip install trackers

package ↗

INSTALL

IMPORT

SIG · TRACKERS

trackers

ai-mlpythonv2.4.0

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.

BotSort

✓ from trackers import BotSort

✗ from trackers import BotSort

Initialize a tracker and update with detections (list of lists).

from trackers import BotSort import numpy as np tracker = BotSort() # Example: update with random detections (x1, y1, x2, y2, score, class_id) detections = np.random.rand(5, 6).tolist() tracks = tracker.update(detections, img_size=(640, 480)) print(tracks)

Debug

Known issues

breakingIn version 2.0, the import paths changed: all trackers are now importable directly from the trackers package. Submodule imports like 'from trackers.botsort import BotSort' no longer work.

fix

Use 'from trackers import BotSort' instead of 'from trackers.botsort import BotSort'.

affects: <2.0 -> >=2.0

gotchaThe update() method expects detections as a list of lists in the format [x1, y1, x2, y2, score, class_id]. It does not accept numpy arrays directly as input.

fix

Convert your detections to a list of lists before calling update().

affects: all

deprecatedThe 'verbose' parameter in tracker initialization is deprecated and will be removed in a future version. Use logging configuration instead.

fix

Remove the 'verbose' parameter and configure Python logging separately.

affects: >=2.3, <2.5

Upgrade

Version history

2.4.0latest on PyPI · released May 6, 2026

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Dependencies

No dependency data recorded yet.

Agent activity

21 hits · last 30 days

node

OpenAI (training)

Resources

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