├── .gitignore ├── ArcFace_files ├── ArcFace_functions.py └── backbones │ ├── __init__.py │ ├── iresnet.py │ ├── iresnet2060.py │ ├── mobilefacenet.py │ └── vit.py ├── Evaluation ├── CR-FIQA │ ├── getQualityScore_FR_ID-Booth_12-2024.py │ ├── iresnet.py │ └── run_CRFIQA_ID-Booth.ipynb ├── PoseEstimation │ └── estimate_head_pose_ID-Booth.ipynb ├── PyEER_analysis │ ├── analyse_pyeer_ID-Booth.py │ ├── analysis_scripts │ │ ├── SYN_vs_REAL_create_genuine_and_impostor_files.py │ │ ├── __init__.py │ │ ├── analyse_dataset.py │ │ ├── dataset_EER.sh │ │ ├── impact_of_max_off.py │ │ ├── plot_distributions.py │ │ └── plot_logs.py │ ├── backbones │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── iresnet.py │ │ └── utils.py │ ├── create_boundary_data.py │ ├── create_genuine_and_impostor_files.py │ ├── genuine_and_imposter_SynthVsReal.py │ ├── genuine_and_impostor_AmongSynth.py │ ├── plot_genuine_imposter_distributions.ipynb │ ├── pyeer_scripts │ │ ├── __init__.py │ │ ├── cmc_info.py │ │ ├── cmc_stats.py │ │ ├── eer_info.py │ │ ├── eer_stats.py │ │ ├── plot.py │ │ └── report.py │ └── utils │ │ ├── __init__.py │ │ ├── align_trans.py │ │ ├── augmentation.py │ │ ├── countFLOPS.py │ │ ├── dataloader.py │ │ ├── losses.py │ │ ├── rand_augment.py │ │ ├── utils.py │ │ ├── utils_callbacks.py │ │ ├── utils_logging.py │ │ └── verification.py ├── convert_to_conditional_dataset_for_evaluation.ipynb └── dgm-eval │ ├── LICENSE │ ├── dgm_eval │ ├── __init__.py │ ├── __main__.py │ ├── dataloaders.py │ ├── heatmaps │ │ ├── __init__.py │ │ ├── gradcam.py │ │ ├── heatmaps.py │ │ └── heatmaps_utils.py │ ├── metrics │ │ ├── __init__.py │ │ ├── authpct.py │ │ ├── ct.py │ │ ├── fd.py │ │ ├── fls.py │ │ ├── inception_score.py │ │ ├── mmd.py │ │ ├── prdc.py │ │ ├── sw.py │ │ └── vendi.py │ ├── models │ │ ├── __init__.py │ │ ├── clip.py │ │ ├── convnext.py │ │ ├── data2vec.py │ │ ├── dinov2.py │ │ ├── encoder.py │ │ ├── inception.py │ │ ├── load_encoder.py │ │ ├── mae.py │ │ ├── pixel.py │ │ ├── simclr.py │ │ ├── swav.py │ │ └── util │ │ │ └── pos_embed.py │ ├── representations.py │ └── resizer.py │ ├── main_DGM_EVAL.ipynb │ ├── scripts │ └── run_experiments.sh │ ├── setup.cfg │ └── setup.py ├── FR_training ├── backbones │ ├── __init__.py │ ├── activation.py │ ├── iresnet.py │ └── utils.py ├── config │ ├── FR_config.py │ ├── FR_config_Augmented.py │ ├── config_new.py │ ├── config_orig.py │ ├── test_FR_config.py │ └── test_FR_config_Augmented.py ├── moco │ ├── __init__.py │ ├── builder.py │ ├── data_utils.py │ ├── dataloader.py │ └── loader.py ├── test_FR.py ├── test_FR_Augmented.py ├── train_FR.py ├── train_FR_Augmented.py └── utils │ ├── FAA_policy.py │ ├── __init__.py │ ├── augmentation.py │ ├── dataset.py │ ├── losses.py │ ├── rand_augment.py │ ├── utils_callbacks.py │ ├── utils_callbacks_4channel.py │ ├── utils_logging.py │ ├── verification.py │ └── verification_4channel.py ├── README.md ├── assets ├── ARIS_logo_eng_resized.jpg ├── preview_framework.jpg └── preview_samples.jpg ├── configs ├── config_train_SD21.py └── config_train_SD21_FRIDA.py ├── extract_ArcFace_embeds.py ├── inference_ID-Booth.py ├── requirements.txt ├── train_ID-Booth.py └── utils ├── augmentation_with_synthetic_data.py ├── detect_align_crop_data.py └── sorting_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dariant/ID-Booth/HEAD/.gitignore -------------------------------------------------------------------------------- /ArcFace_files/ArcFace_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dariant/ID-Booth/HEAD/ArcFace_files/ArcFace_functions.py -------------------------------------------------------------------------------- /ArcFace_files/backbones/__init__.py: -------------------------------------------------------------------------------- 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