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import project_path
import argparse
from track_detection import main as track
import sys
sys.path.append('..')
sys.path.append('../caltech-fish-counting')
from evaluate import evaluate
class Object(object):
pass
def main(args):
infer_args = Object()
infer_args.detections = args.detection_dir
infer_args.metadata = "../frames/metadata"
infer_args.output = "../frames/result_testing"
infer_args.tracker = 'tracker'
config = {
'conf_threshold': float(args.conf_threshold),
'nms_iou': float(args.nms_iou),
'min_length': float(args.min_length),
'max_age': int(args.max_age),
'iou_threshold': float(args.iou_threshold),
'min_hits': int(args.min_hits),
'boost_power': float(args.boost_power),
'boost_decay': float(args.boost_decay),
'use_associative': args.use_associative
}
track(infer_args, config=config, verbose=False)
evaluate(infer_args.output, "../frames/MOT", "../frames/metadata", infer_args.tracker, False)
def argument_parser():
parser = argparse.ArgumentParser()
parser.add_argument("--detection_dir", default="../frames/detection_storage")
parser.add_argument("--conf_threshold", default=0.3, help="Config object. Required.")
parser.add_argument("--nms_iou", default=0.3, help="Config object. Required.")
parser.add_argument("--min_length", default=0.3, help="Config object. Required.")
parser.add_argument("--max_age", default=20, help="Config object. Required.")
parser.add_argument("--iou_threshold", default=0.01, help="Config object. Required.")
parser.add_argument("--min_hits", default=11, help="Config object. Required.")
parser.add_argument("--boost_power", default=1, help="Config object. Required.")
parser.add_argument("--boost_decay", default=1, help="Config object. Required.")
parser.add_argument("--use_associative", action='store_true', help="Config object. Required.")
return parser
if __name__ == "__main__":
args = argument_parser().parse_args()
main(args) |