|
|
| import argparse
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| import glob
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| import os
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| import os.path as osp
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| import sys
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| from multiprocessing import Pool
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|
|
|
|
| def encode_video(frame_dir_item):
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| """Encode frames to video using ffmpeg.
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|
|
| Args:
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| frame_dir_item (list): Rawframe item containing raw frame directory
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| full path, rawframe directory (short) path, rawframe directory id.
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|
|
| Returns:
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| bool: Whether synthesize video successfully.
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| """
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| full_path, frame_dir_path, frame_dir_id = frame_dir_item
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| out_full_path = args.out_dir
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|
|
| img_name_tmpl = args.filename_tmpl + '.' + args.in_format
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| img_path = osp.join(full_path, img_name_tmpl)
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|
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| out_vid_name = frame_dir_path + '.' + args.ext
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| out_vid_path = osp.join(out_full_path, out_vid_name)
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|
|
| cmd = osp.join(
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| f"ffmpeg -start_number {args.start_idx} -r {args.fps} -i '{img_path}' "
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| f"-vcodec {args.vcodec} '{out_vid_path}'")
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| os.system(cmd)
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|
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| print(f'{frame_dir_id} {frame_dir_path} done')
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| sys.stdout.flush()
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| return True
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|
|
|
|
| def parse_args():
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| parser = argparse.ArgumentParser(description='synthesize videos')
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| parser.add_argument('src_dir', type=str, help='source rawframe directory')
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| parser.add_argument('out_dir', type=str, help='output video directory')
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| parser.add_argument(
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| '--fps', type=int, default=30, help='fps of videos to be synthesized')
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| parser.add_argument(
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| '--level',
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| type=int,
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| choices=[1, 2],
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| default=2,
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| help='directory level of data')
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| parser.add_argument(
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| '--num-worker',
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| type=int,
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| default=8,
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| help='number of workers to build videos')
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| parser.add_argument(
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| '--in-format',
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| type=str,
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| default='jpg',
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| choices=['jpg', 'png'],
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| help='input format')
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| parser.add_argument(
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| '--start-idx', type=int, default=0, help='starting index of rawframes')
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| parser.add_argument(
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| '--filename-tmpl',
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| type=str,
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| default='img_%05d',
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| help='filename template of rawframes')
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| parser.add_argument(
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| '--vcodec', type=str, default='mpeg4', help='coding method of videos')
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| parser.add_argument(
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| '--ext',
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| type=str,
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| default='mp4',
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| choices=['mp4', 'avi'],
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| help='video file extensions')
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| parser.add_argument('--num-gpu', type=int, default=8, help='number of GPU')
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| parser.add_argument(
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| '--resume',
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| action='store_true',
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| default=False,
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| help='resume optical flow extraction instead of overwriting')
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| args = parser.parse_args()
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|
|
| return args
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|
|
|
|
| if __name__ == '__main__':
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| args = parse_args()
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|
|
| if not osp.isdir(args.out_dir):
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| print(f'Creating folder: {args.out_dir}')
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| os.makedirs(args.out_dir)
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|
|
| if args.level == 2:
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| classes = os.listdir(args.src_dir)
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| for classname in classes:
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| new_dir = osp.join(args.out_dir, classname)
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| if not osp.isdir(new_dir):
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| print(f'Creating folder: {new_dir}')
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| os.makedirs(new_dir)
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|
|
| print('Reading rgb frames from folder: ', args.src_dir)
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| print('Input format of rgb frames: ', args.in_format)
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| fullpath_list = glob.glob(args.src_dir + '/*' * args.level)
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| done_fullpath_list = glob.glob(args.src_dir + '/*' * args.level + '.' +
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| args.ext)
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| print('Total number of rgb frame folders found: ', len(fullpath_list))
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|
|
| if args.resume:
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| fullpath_list = set(fullpath_list).difference(set(done_fullpath_list))
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| fullpath_list = list(fullpath_list)
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| print('Resuming. number of videos to be synthesized: ',
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| len(fullpath_list))
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|
|
| if args.level == 2:
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| frame_dir_list = list(
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| map(
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| lambda p: osp.join(
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| osp.basename(osp.dirname(p)), osp.basename(p)),
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| fullpath_list))
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| elif args.level == 1:
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| frame_dir_list = list(map(osp.basename, fullpath_list))
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|
|
| pool = Pool(args.num_worker)
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| pool.map(encode_video,
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| zip(fullpath_list, frame_dir_list, range(len(frame_dir_list))))
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|
|
