import os import sys import argparse prj_path = os.path.join(os.path.dirname(__file__), '..') if prj_path not in sys.path: sys.path.append(prj_path) from lib.test.evaluation import get_dataset from lib.test.evaluation.running import run_dataset from lib.test.evaluation.tracker import Tracker, trackerlist from lib.test.evaluation.environment import env_settings def run_tracker(tracker_name, tracker_param, run_id=None, dataset_name='otb', sequence=None, debug=0, threads=0,ckpt_path="", 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) # dataset = dataset[:2] if sequence is not None: dataset = [dataset[sequence]] env = env_settings() checkpoints_path = ckpt_path results_dir = os.path.join(env.save_dir, tracker_param) if os.path.exists(results_dir) ==False: os.makedirs(results_dir) # trackers = [Tracker(tracker_name, tracker_param, dataset_name, run_id)] trackers = trackerlist(name=tracker_name, parameter_name=tracker_param, dataset_name=dataset_name, run_ids=run_id) results_dir_item = os.path.join(results_dir,dataset_name ) trackers[0].results_eval_dir = results_dir_item trackers[0].results_dir = results_dir_item trackers[0].checkpoints_path = checkpoints_path print("checkpoints_path_item:", checkpoints_path) print("results_dir_item:", results_dir_item) run_dataset(dataset, trackers, debug, threads, num_gpus=num_gpus) def main(): os.environ['CUDA_VISIBLE_DEVICES'] = os.environ.get('CUDA_VISIBLE_DEVICES', os.environ.get('GPUS', '0')) parser = argparse.ArgumentParser(description='Run tracker on sequence or dataset.') parser.add_argument('--tracker_name', type=str, default="atctrack", help='Name of tracking method.') parser.add_argument('--tracker_param', type=str, default="atctrack_base", help='Name of config file.') # atctrack_base atctrack_large parser.add_argument('--runid', type=int, default=None, help='The run id.') parser.add_argument('--dataset_name', type=str, default="tnl2k", help='Name of dataset (lasot_lang , tnl2k, otb99_lang, lasot_extension_subset_lang, videocube_test_tiny).') parser.add_argument('--ckpt_path', type=str, default="./ATCTrack_b.pth.tar", help='Name of dataset (lasot_lang , tnl2k, otb99_lang, lasot_extension_subset_lang, videocube_test_tiny).') 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=1, help='Number of threads.') parser.add_argument('--num_gpus', type=int, default=1) 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,args.ckpt_path, num_gpus=args.num_gpus) if __name__ == '__main__': main()