surveillance_monitoring/dependence/ByteTrack/tutorials/ctracker

CTracker

Step1

git clone https://github.com/pjl1995/CTracker.git and preapare dataset

Step2

add generate_half_csv.py to https://github.com/pjl1995/CTracker

run generate_half_csv.py and put train_half_annots.csv in MOT17

run

python3 train.py --root_path MOT17 --csv_train train_half_annots.csv --model_dir ctracker/ --depth 50 --epochs 50

You can also download the CTracker model trained by us: google, baidu(code:6p3w)

Step3

replace https://github.com/pjl1995/CTracker/blob/master/test.py

run

python3 test.py --dataset_path MOT17 --model_dir ctracker --model_path ctracker/mot17_half_ctracker.pt

Step4

add eval_motchallenge.py to https://github.com/pjl1995/CTracker

prepare gt_half_val.txt as CenterTrack DATA.md

Step5

run

python3 eval_motchallenge.py --groundtruths MOT17/train --tests ctracker/results --gt_type half_val --eval_official  --score_threshold -1

CTracker_BYTE

Step3

add mot_online to https://github.com/pjl1995/CTracker

add byte_tracker.py to https://github.com/pjl1995/CTracker

add test_byte.py to https://github.com/pjl1995/CTracker

run

python3 test_byte.py --dataset_path MOT17 --model_dir ctracker --model_path ctracker/mot17_half_ctracker.pt

Step5

run

python3 eval_motchallenge.py --groundtruths MOT17/train --tests ctracker/results --gt_type half_val --eval_official  --score_threshold -1