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890fcc7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 | import argparse
from mot_evaluator import MOTEvaluator
def make_parser():
parser = argparse.ArgumentParser("Object State Eval")
parser.add_argument("--data_dir", default="/media/ubuntu/2715608D71CBF6FC/datasets/mot", type=str, help="eval seed")
parser.add_argument("--result_dir", default="./results/bytetrack", type=str, help="eval seed")
parser.add_argument("--show_image", default=False, type=bool, help="eval seed")
# tracking args
parser.add_argument("--track_thresh", type=float, default=0.3, help="detection confidence threshold")
parser.add_argument("--track_buffer", type=int, default=30, help="the frames for keep lost tracks")
parser.add_argument("--match_thresh", type=float, default=0.7, help="matching threshold for tracking")
parser.add_argument("--min-box-area", type=float, default=100, help='filter out tiny boxes')
parser.add_argument("--mot20", dest="mot20", default=False, action="store_true", help="test mot20.")
# tracking args OCSORT
parser.add_argument("--iou_thresh", type=float, default=0.3, help="the iou threshold in Sort for matching")
parser.add_argument('--asso', default="iou", help="similarity function: iou/giou/diou/ciou/ctdis")
parser.add_argument("--deltat", type=int, default=3, help="time step difference to estimate direction")
parser.add_argument("--inertia", type=float, default=0.2, help="the weight of VDC term in cost matrix")
parser.add_argument("--use_byte", type=bool, default=True, help="use BYTE association")
# add cmc for fixing the camera motion
parser.add_argument("--use_gmc", default=True, type=bool, help="use Camera Motion Compensation")
return parser
if __name__ == "__main__":
args = make_parser().parse_args()
evaluator = MOTEvaluator(args)
for detector in ['detector_poi', 'detector_trades', 'detector_gsdt', 'detector_jde', 'detector_cstrack',
'detector_fairmot128', 'detector_bytetrack', 'detectors_yolov11']:
for tracker in ['SORT', 'BYTETrack', 'OCSort', 'DeepSort', 'MOTDT', 'FairMOT', 'DeepOCSort', 'LMB']:
print(f"#################### {detector} #################### {tracker} ####################")
args.result_dir = f"./results/{detector}/{tracker}"
evaluator.evaluate_trackers(args, f"./dets/{detector}", tracker)
###############
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