README.md

CMTrack

Official code for "A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking", ICIP, 2024

• https://ieeexplore.ieee.org/document/10647729

Environment

Developed in python3.8, pytorch 1.13

Prepare

1. Downlodad datasets

• MOT17: https://motchallenge.net/data/MOT17.zip
• MOT20: https://motchallenge.net/data/MOT20.zip
• DanceTrack: https://dancetrack.github.io/

2. Locate codes and datasets as below

- code
  - 1. YOLOX
  - 2. GhostReID
  - 3. FastReID
  - 4. CMTrack

- dataset
  - MOT17
  - MOT20
  - DanceTrack

3. Download and properly locate the GT files for the validation sets

• MOT17_val_gt.zip
• MOT20_val_gt.zip

4. Run

run 1. YOLOX
run 2. GhostReID
run 3. FastReID
run 4. CMTrack