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trackforge / trackers

Module trackers

Implementation of various multi-object tracking (MOT) algorithms.

This module contains the core tracking logic for algorithms like ByteTrack, SORT, DeepSORT, and OC-SORT.

Quick Reference

Item Kind Description
byte_track mod # ByteTrack
common mod Building blocks shared across the trackers.
deep_ocsort mod # Deep OC-SORT: Observation-Centric SORT with appearance
deepsort mod DeepSORT (Simple Online and Realtime Tracking with a Deep Association Metric) implementation.
ocsort mod # OC-SORT: Observation-Centric SORT
sort mod # SORT: Simple Online and Realtime Tracking

Modules

  • byte_track — # ByteTrack
  • common — Building blocks shared across the trackers.
  • deep_ocsort — # Deep OC-SORT: Observation-Centric SORT with appearance
  • deepsort — DeepSORT (Simple Online and Realtime Tracking with a Deep Association Metric) implementation.
  • ocsort — # OC-SORT: Observation-Centric SORT
  • sort — # SORT: Simple Online and Realtime Tracking