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ARC-SORT v0.1.1

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@agirishkumar agirishkumar released this 22 Oct 21:28
· 1 commit to main since this release
  • Output boxes: tracks now report the detection box they were matched to this frame
    (output_box="detection", new default). output_box="kalman" keeps the 0.1.0 behaviour (the
    Kalman-filtered state). Association is unchanged; HOTA rises in every setting tested, e.g.
    validation with the full pipeline: SportsMOT 84.957 → 86.295, DanceTrack 60.617 → 61.329.
    scripts/reproduce.sh keeps OUTPUT_BOX=kalman by default so arXiv:2610.22306 v1 still
    reproduces exactly; scripts/regression_gate.sh stays byte-identical on all three submissions.
  • Motion-compensated trails: Visualizer(motion_compensated_trails=True) with the new
    ARCTracker.camera_motion property; tools/pipeline.py --motion-trails. Uses Roboflow
    trackers (now part of the optional viz extra).
  • tools/run_cached.py --output-box; tools/evaluate.py --benchmark soccernet.
  • README: comparison with Roboflow trackers 2.6.1 (SoccerNet test, SportsMOT/DanceTrack val with
    detections and GT boxes); tested-detectors table rerun with 0.1.1.

pip install -U arcsort · Project page · Paper