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DeepfakeGenome_Codebase / preprocessing /config.yaml
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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'