| import argparse
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| from mot_evaluator import MOTEvaluator
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| def make_parser():
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| parser = argparse.ArgumentParser("Object State Eval")
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| parser.add_argument("--data_dir", default="/media/ubuntu/2715608D71CBF6FC/datasets/mot", type=str, help="eval seed")
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| parser.add_argument("--result_dir", default="./results/bytetrack", type=str, help="eval seed")
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| parser.add_argument("--show_image", default=False, type=bool, help="eval seed")
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| parser.add_argument("--track_thresh", type=float, default=0.3, help="detection confidence threshold")
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| parser.add_argument("--track_buffer", type=int, default=30, help="the frames for keep lost tracks")
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| parser.add_argument("--match_thresh", type=float, default=0.7, help="matching threshold for tracking")
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| parser.add_argument("--min-box-area", type=float, default=100, help='filter out tiny boxes')
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| parser.add_argument("--mot20", dest="mot20", default=False, action="store_true", help="test mot20.")
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|
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| parser.add_argument("--iou_thresh", type=float, default=0.3, help="the iou threshold in Sort for matching")
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| parser.add_argument('--asso', default="iou", help="similarity function: iou/giou/diou/ciou/ctdis")
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| parser.add_argument("--deltat", type=int, default=3, help="time step difference to estimate direction")
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| parser.add_argument("--inertia", type=float, default=0.2, help="the weight of VDC term in cost matrix")
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| parser.add_argument("--use_byte", type=bool, default=True, help="use BYTE association")
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| parser.add_argument("--use_gmc", default=True, type=bool, help="use Camera Motion Compensation")
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| return parser
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| if __name__ == "__main__":
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| args = make_parser().parse_args()
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| evaluator = MOTEvaluator(args)
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| for detector in ['detector_poi', 'detector_trades', 'detector_gsdt', 'detector_jde', 'detector_cstrack',
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| 'detector_fairmot128', 'detector_bytetrack', 'detectors_yolov11']:
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| for tracker in ['SORT', 'BYTETrack', 'OCSort', 'DeepSort', 'MOTDT', 'FairMOT', 'DeepOCSort', 'LMB']:
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| print(f"#################### {detector} #################### {tracker} ####################")
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| args.result_dir = f"./results/{detector}/{tracker}"
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| evaluator.evaluate_trackers(args, f"./dets/{detector}", tracker)
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|
