| class_path: src.dataset.base.ODDeepFakeDataModule | |
| init_args: | |
| batch_size: 20 | |
| num_workers: 4 | |
| clip_duration: 3 | |
| num_frames: 10 | |
| train_datamodules: | |
| - class_path: src.dataset.ffpp.FFPPDataModule | |
| init_args: | |
| batch_size: 30 | |
| df_types: ['REAL','DF','FS','F2F','NT'] | |
| compressions: ['c23'] | |
| strategy: FORCE_PAIR | |
| augmentations: | |
| - NORMAL | |
| - VIDEO | |
| - VIDEO_RRC | |
| - FRAME | |
| force_random_speed: null | |
| data_dir: 'datasets/ffpp/' | |
| vid_ext: '.avi' | |
| pack: false | |
| max_clips: 3 | |
| val_datamodules: | |
| - class_path: src.dataset.ffpp.FFPPDataModule | |
| init_args: | |
| df_types: ['REAL','DF','FS','F2F','NT'] | |
| compressions: ['c23'] | |
| strategy: NORMAL | |
| augmentations: | |
| - NONE | |
| data_dir: 'datasets/ffpp/' | |
| vid_ext: '.avi' | |
| pack: false | |
| max_clips: 1 | |
| - class_path: src.dataset.cdf.CDFDataModule | |
| init_args: | |
| data_dir: 'datasets/cdf/' | |
| vid_ext: '.avi' | |
| pack: false | |
| max_clips: 1 | |
| - class_path: src.dataset.dfdc.DFDCDataModule | |
| init_args: | |
| data_dir: 'datasets/dfdc/' | |
| vid_ext: '.avi' | |
| pack: false | |
| max_clips: 1 | |
| - class_path: src.dataset.fsh.FShDataModule | |
| init_args: | |
| compressions: ['c23'] | |
| data_dir: 'datasets/ffpp/' | |
| vid_ext: '.avi' | |
| pack: false | |
| max_clips: 1 |