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How to evaluate on custom tracking dataset

Mike edited this page Mar 14, 2023 · 11 revisions
  1. Create your custom dataset folder under:
yolov8_tracking/val_utils/data/MOTCUSTOM

Following the standard MOT structure

MOTCUSTOM
├── test
│   ├── MOTCUSTOM-01          # the content of all the sequence folders should be the same
│   │   ├── img1
│   │   │    ├── 000001.jpg
│   │   │    ├── 000002.jpg
│   │   │    ├── ...
│   │   │    └── XXXXXX.jpg
│   │   ├── gt
│   │   │   └── gt.txt
│   │   └── seqinfo.ini
│   ├── MOTCUSTOM-02
│   ├── ...
│   └── MOTCUSTOM-05
└── train
    ├── MOTCUSTOM-06
    ├── ...
    └── MOTCUSTOM-10

where seqinfo.ini should contain:

[Sequence]
seqLength=<X>

where seqLength is the number of frames in the img1 of that sequence folder

  1. Now everything is setup for custom dataset evaluation
python val.py --yolo-weights <my_people_weights> --benchmark MOTCUSTOM --split test --tracking-method strongsort
                                                                                                      ocsort
                                                                                                      bytetrack