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.

Is roboflow/trackers beginner-friendly?

In the last 30 days, roboflow/trackers merged 4 of 13 pull requests from outside contributors, and its maintainers usually reply within 1 day. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.

Stars
4k
Forks
437
Open beginner issues
0
Indexed issues
10
Avg merge
2d 6h
Merged PRs (30d)
22
Dominant language
Python
License
Apache-2.0
Last GitHub push
Nov 10, 2026
Latest indexed
Sep 19, 2026
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Beginner labels
help wanted

How to contribute to roboflow/trackers

  1. Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
  2. Read its code of conduct: it covers issues and pull requests as well as chat.
  3. Your contributions will be published under the project's Apache-2.0 license.
  4. Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.

Issues somebody may already be working on are listed last. List everything by date

  • Tracker Strengths & Weaknesses — Large-Scale Experiment
    May be free again @Borda claimed this 35 days ago, and no pull request is open. Open
    documentation enhancement

    roboflow/trackers#622 · 1 comment · 1 assignee ·

    Maintainers usually reply within 1 day

  • feature proposal: `QueryTracker`, a rule-based tracker using pandas-style expressions
    Open
    stale

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    roboflow/trackers#606 · 1 comment ·

    Maintainers usually reply within 1 day

  • eval: make the MOT ground-truth class sets user-defined, and add MOT20
    Open
    enhancement help wanted stale

    Difficulty 5/5 Over a week Newbie friendliness 42/100

    roboflow/trackers#594 · 6 comments ·

    Maintainers usually reply within 1 day

  • feature: ReID support for bot sort tracker
    Open
    enhancement stale

    Difficulty 5/5 Over a week Newbie friendliness 30/100

    roboflow/trackers#490 · 3 comments ·

    Maintainers usually reply within 1 day

  • Adding Rust implementation of ByteTrack
    Open
    enhancement stale

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    roboflow/trackers#393 · 5 comments · 2 reactions ·

    Maintainers usually reply within 1 day

  • cli: add download command for benchmark datasets
    May be free again @tstanczyk95 claimed this 62 days ago, and no pull request is open. Open
    cli enhancement stale

    roboflow/trackers#246 · 30 comments · 2 assignees ·

    Maintainers usually reply within 1 day

  • docs: generate ground-truth visualization videos for benchmark datasets
    Open
    documentation help wanted stale

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    roboflow/trackers#245 · 3 comments ·

    Maintainers usually reply within 1 day

  • Adding input shift
    May be free again @SkalskiP claimed this 275 days ago, and no pull request is open. Open
    stale

    roboflow/trackers#240 · 11 comments · 2 assignees ·

    Maintainers usually reply within 1 day

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