preprocess: dataset_name: # the name of dataset choices: ['FaceForensics++','Celeb-DF-v1', 'Celeb-DF-v2', 'DFDCP', 'DFDC', 'DeeperForensics-1.0','UADFV'] default: 'FaceForensics++' dataset_root_path: # the root path to the dataset type: str default: 'F:\' comp: # the compression level of videos, only in the dataset of FaceForensics++. choices: ['raw', 'c23', 'c40'] default: 'c23' mode: # based on the numbers of frame or skip the specific stride of frames. choices: ['fixed_num_frames', 'fixed_stride'] default: 'fixed_num_frames' stride: # when 'mode' is 'fixed_stride', 'stride' is the number of frames to skip between each frame extracted. type: int default: 10 num_frames: # when 'mode' is 'fixed_num_frames', 'num_frames' is the number of frames to extract from each video. type: int default: 32 rearrange: dataset_name: # the name of dataset choices: ['FaceForensics++', 'DeepFakeDetection', 'Celeb-DF-v1', 'Celeb-DF-v2','DFDCP', 'DFDC', 'DeeperForensics-1.0','UADFV','FaceShifter'] default: 'FaceForensics++' dataset_root_path: # the root path to the dataset type: str default: '' output_file_path: # the json path to the dataset type: str default: '../preprocessing/dataset_json_v6' comp: # the compression level of videos, only in the dataset of FaceForensics++. choices: ['raw', 'c23', 'c40'] default: 'c23' perturbation: # Extensive real-world perturbations are applied to DeeperForensics-1.0 dataset choices: ['end_to_end','end_to_end_level_1','end_to_end_level_2','end_to_end_level_3','end_to_end_level_4', 'end_to_end_level_5','end_to_end_mix_2_distortions','end_to_end_mix_3_distortions', 'end_to_end_mix_4_distortions','end_to_end_random_level','reenact_postprocess'] default: 'end_to_end' to_lmdb: dataset_name: # the name of dataset choices: ['FaceForensics++', 'DeepFakeDetection', 'Celeb-DF-v1', 'Celeb-DF-v2','DFDCP', 'DFDC', 'DeeperForensics-1.0','UADFV','FaceShifter'] default: 'FaceForensics++' dataset_root_path: # the root path to the dataset type: str default: './datasets_v2' output_lmdb_dir: # the json path to the dataset type: str default: './datasets_lmdbs' comp: # the compression level of videos, only in the dataset of FaceForensics++. choices: ['raw', 'c23', 'c40'] default: 'c23'