import os import sys import argparse external_dir = os.path.join(os.path.dirname(__file__), "..", "external") if external_dir not in sys.path: sys.path.append(external_dir) from lib.test.evaluation import get_dataset from lib.test.evaluation.running import run_dataset from lib.test.evaluation.tracker import Tracker def run_tracker(tracker_name, tracker_param, run_id=None, dataset_name='otb', sequence=None, debug=0, threads=0, num_gpus=8): """Run tracker on sequence or dataset. args: tracker_name: Name of tracking method. tracker_param: Name of parameter file. run_id: The run id. dataset_name: Name of dataset (otb, nfs, uav, tpl, vot, tn, gott, gotv, lasot). sequence: Sequence number or name. debug: Debug level. threads: Number of threads. """ dataset = get_dataset(dataset_name) if sequence is not None: dataset = [dataset[sequence]] trackers = [Tracker(tracker_name, tracker_param, dataset_name, run_id)] run_dataset(dataset, trackers, debug, threads, num_gpus=num_gpus) def main(): parser = argparse.ArgumentParser(description='Run tracker on sequence or dataset.') parser.add_argument('tracker_name', type=str, help='Name of tracking method.') parser.add_argument('tracker_param', type=str, help='Name of config file.') parser.add_argument('--runid', type=int, default=None, help='The run id.') parser.add_argument('--dataset_name', type=str, default='otb', help='Name of dataset (otb, nfs, uav, tpl, vot, tn, gott, gotv, lasot).') parser.add_argument('--sequence', type=str, default=None, help='Sequence number or name.') parser.add_argument('--debug', type=int, default=0, help='Debug level.') parser.add_argument('--threads', type=int, default=0, help='Number of threads.') parser.add_argument('--num_gpus', type=int, default=8) args = parser.parse_args() try: seq_name = int(args.sequence) except: seq_name = args.sequence run_tracker(args.tracker_name, args.tracker_param, args.runid, args.dataset_name, seq_name, args.debug, args.threads, num_gpus=args.num_gpus) if __name__ == '__main__': main()