├── .gitignore ├── LICENSE ├── README.md ├── dfd ├── __init__.py ├── params.py ├── runners │ ├── test.py │ └── train.py ├── server_json.py ├── timm │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── auto_augment.py │ │ ├── config.py │ │ ├── constants.py │ │ ├── dataset.py │ │ ├── distributed_sampler.py │ │ ├── loader.py │ │ ├── mixup.py │ │ ├── random_erasing.py │ │ ├── tf_preprocessing.py │ │ ├── transforms.py │ │ └── transforms_factory.py │ ├── loss │ │ ├── __init__.py │ │ ├── cross_entropy.py │ │ └── jsd.py │ ├── models │ │ ├── __init__.py │ │ ├── densenet.py │ │ ├── dla.py │ │ ├── dpn.py │ │ ├── efficientnet.py │ │ ├── efficientnet_blocks.py │ │ ├── efficientnet_builder.py │ │ ├── factory.py │ │ ├── feature_hooks.py │ │ ├── gluon_resnet.py │ │ ├── gluon_xception.py │ │ ├── helpers.py │ │ ├── hrnet.py │ │ ├── inception_resnet_v2.py │ │ ├── inception_v3.py │ │ ├── inception_v4.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── activations.py │ │ │ ├── adaptive_avgmax_pool.py │ │ │ ├── avg_pool2d_same.py │ │ │ ├── cbam.py │ │ │ ├── cond_conv2d.py │ │ │ ├── conv2d_same.py │ │ │ ├── conv_bn_act.py │ │ │ ├── create_attn.py │ │ │ ├── create_conv2d.py │ │ │ ├── drop.py │ │ │ ├── eca.py │ │ │ ├── helpers.py │ │ │ ├── median_pool.py │ │ │ ├── mixed_conv2d.py │ │ │ ├── padding.py │ │ │ ├── se.py │ │ │ ├── selective_kernel.py │ │ │ ├── split_batchnorm.py │ │ │ └── test_time_pool.py │ │ ├── mobilenetv3.py │ │ ├── nasnet.py │ │ ├── pnasnet.py │ │ ├── registry.py │ │ ├── res2net.py │ │ ├── resnet.py │ │ ├── selecsls.py │ │ ├── senet.py │ │ ├── sknet.py │ │ └── xception.py │ ├── optim │ │ ├── __init__.py │ │ ├── adamw.py │ │ ├── lookahead.py │ │ ├── nadam.py │ │ ├── novograd.py │ │ ├── nvnovograd.py │ │ ├── optim_factory.py │ │ ├── radam.py │ │ └── rmsprop_tf.py │ ├── scheduler │ │ ├── __init__.py │ │ ├── cosine_lr.py │ │ ├── plateau_lr.py │ │ ├── scheduler.py │ │ ├── scheduler_factory.py │ │ ├── step_lr.py │ │ └── tanh_lr.py │ ├── utils.py │ └── version.py └── utils.py ├── docs └── images │ ├── 0.png │ └── 1.jpeg ├── models └── put_model_files_here ├── requirements.txt ├── scripts ├── test.sh ├── train.sh └── train_server_config.json └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TARTRL/Deepfake_Detection/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TARTRL/Deepfake_Detection/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TARTRL/Deepfake_Detection/HEAD/README.md -------------------------------------------------------------------------------- /dfd/__init__.py: 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