roboflow/trackers
Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0 license. You combine them with any detection model you already use. observed · 2026-08-28
Health v2 · maintenance only
85/100
- Activity 99
- Release rhythm 96
- Longevity 36
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 26.5
- age_days: 506
- days_rel: 27
- days_push: 7
- n_releases_24m: 7
Adoption not part of the score
3717 stars · 400 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A Python library of clean-room, Apache 2.0 implementations of multi-object tracking algorithms including SORT, ByteTrack, OC-SORT, BoT-SORT, C-BIoU, and McByte. It is detector-agnostic, works natively with supervision.Detections, and includes Optuna-based hyperparameter tuning.
Use cases
- track objects across video frames with any detection model
- compare multi-object tracking algorithms like ByteTrack and BoT-SORT
- keep stable track IDs when the camera is moving
- tune tracker hyperparameters for my scene and detector
- add object tracking to a YOLO or DETR pipeline without glue code
- benchmark trackers on MOT17 or SportsMOT
When to choose
- you need permissively licensed (Apache 2.0) tracking code for closed-source products
- you already use the supervision ecosystem or any bounding-box detector
- you want readable, modifiable implementations rather than vendored wrappers
- you need camera motion compensation for moving cameras
When to avoid
- you need full perception pipelines including detection models - this only tracks given detections
- you require AGPL-licensed ecosystem features from alternatives like BoxMOT
- you need tracking in a non-Python language
Facets
library · maturity active
computer-vision machine-learning benchmarking computer-vision machine-learning python cross-platform multi-object-tracking sort bytetrack oc-sort bot-sort object-detection supervision optuna video
2 sources
- readme: https://github.com/roboflow/trackers · fetched 2026-08-28 · ccc730687070
- homepage: https://trackers.roboflow.com/ · fetched 2026-08-29 · 36c6c3c2e4f9
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| roboflow/trackers | main | 85 |
For agents
markdown · JSON · MCP: product_card(name="roboflow/trackers")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem