├── .gitignore ├── .requirements.txt.swp ├── Dockerfile ├── LICENSE ├── README.md ├── data ├── .gitignore ├── custom_data.py ├── demo │ ├── alignment │ │ └── 1.jpg │ ├── detection │ │ ├── 1.jpg │ │ ├── 1.json │ │ ├── 2.json │ │ ├── 3.jpg │ │ └── 4.jpg │ ├── enhancement │ │ └── 1.jpg │ └── original │ │ └── example.jpg └── remove_lowshot.py ├── deployment ├── app.py ├── assets │ ├── .gitignore │ ├── embeddings.pt │ ├── info │ │ ├── .json │ │ ├── 12344.json │ │ ├── 3692210.json │ │ ├── 3692211.json │ │ ├── 3694665.json │ │ ├── 3694671.json │ │ ├── 3694677.json │ │ ├── 3694679.json │ │ ├── 3694710.json │ │ ├── 93363.json │ │ └── Unkown.json │ └── target_imgs │ │ ├── 12344 │ │ └── 20220929110154.jpg │ │ ├── 3694671 │ │ └── 20220929095735.jpg │ │ ├── 3694677 │ │ ├── 20220929095431.jpg │ │ └── 20220929095540.jpg │ │ ├── 3694679 │ │ ├── 20220929093514.jpg │ │ └── 20220929093525.jpg │ │ ├── 20220929095654.jpg │ │ ├── 20220929095711.jpg │ │ ├── 20220929095717.jpg │ │ └── 20220929110252.jpg ├── haarcascade_frontalface_default.xml └── requirements.txt ├── docker-compose.yml ├── emotion_detection ├── Dockerfile ├── FED │ ├── .gitignore │ ├── FED_Train_Validation.ipynb │ ├── FED_app_run.ipynb │ ├── READ ME.txt │ ├── face_noun_002_13169.jpg │ └── model.json └── requirements.txt ├── face_anti_spoofing ├── Dockerfile ├── FAS │ ├── .gitignore │ ├── datasets │ │ └── README.md │ ├── images │ │ ├── baoanh_fake.jpg │ │ ├── baoanh_fake_result.jpg │ │ ├── dai.jpg │ │ ├── dai1.jpg │ │ ├── dai1_result.jpg │ │ ├── dai2.jpg │ │ ├── dai_result.jpg │ │ ├── demo.gif │ │ ├── framework.jpg │ │ ├── image_T1.jpg │ │ ├── image_T1_result.jpg │ │ ├── logo.jpg │ │ ├── manh1_fake.jpg │ │ ├── manh1_fake_result.jpg │ │ ├── manh_fake.jpg │ │ ├── manh_fake_result.jpg │ │ ├── nhat_fake.jpg │ │ ├── nhat_fake_result.jpg │ │ ├── patch_demo.png │ │ ├── phu.jpg │ │ ├── phu_result.jpg │ │ ├── phureal.jpg │ │ ├── phureal_result.jpg │ │ ├── sample │ │ │ ├── image_F1.jpg │ │ │ ├── image_F1_result.jpg │ │ │ ├── image_F2.jpg │ │ │ ├── image_F2_result.jpg │ │ │ └── image_T1_result.jpg │ │ ├── thanh_fake.jpg │ │ ├── thanh_fake_result.jpg │ │ └── 设置阈值.png │ ├── infer.py │ ├── requirements.txt │ ├── resources │ │ ├── anti_spoof_models │ │ │ ├── 2.7_80x80_MiniFASNetV2.pth │ │ │ └── 4_0_0_80x80_MiniFASNetV1SE.pth │ │ └── detection_model │ │ │ ├── Widerface-RetinaFace.caffemodel │ │ │ └── deploy.prototxt │ ├── saved_logs │ │ └── jobs │ │ │ └── Anti_Spoofing_1_80x80 │ │ │ └── Jul08_12-51-18 │ │ │ └── abc.old01 │ ├── src │ │ ├── anti_spoof_predict.py │ │ ├── data_io │ │ │ ├── dataset_folder.py │ │ │ ├── dataset_loader.py │ │ │ ├── functional.py │ │ │ └── transform.py │ │ ├── default_config.py │ │ ├── generate_patches.py │ │ ├── model_lib │ │ │ ├── MiniFASNet.py │ │ │ └── MultiFTNet.py │ │ ├── train_main.py │ │ └── utility.py │ ├── test.py │ └── train.py ├── Silent-Face-Anti-Spoofing-master │ ├── patch_data.py │ └── patch_fake_data.py └── requirements.txt ├── face_detection ├── .gitignore ├── Dockerfile ├── config.py ├── layers │ ├── __init__.py │ ├── box_utils.py │ ├── functions │ │ ├── __init__.py │ │ ├── detection.py │ │ └── prior_box.py │ └── modules │ │ ├── __init__.py │ │ ├── l2norm.py │ │ └── multibox_loss.py ├── models │ ├── __init__.py │ ├── ssd │ │ └── ssd.py │ └── yoloface │ │ ├── __init__.py │ │ ├── common.py │ │ ├── experimental.py │ │ ├── export.py │ │ ├── face_detector.py │ │ ├── yolo.py │ │ ├── yolov5-0.5.yaml │ │ ├── yolov5l.yaml │ │ ├── yolov5l6.yaml │ │ ├── yolov5m.yaml │ │ ├── yolov5m6.yaml │ │ ├── yolov5n.yaml │ │ ├── yolov5n6.yaml │ │ ├── yolov5s.yaml │ │ └── yolov5s6.yaml ├── predict.py ├── requirements.txt ├── templates │ ├── image.png │ ├── index.html │ └── thumbnail.png ├── utils │ ├── __init__.py │ ├── activations.py │ ├── augmentations.py │ ├── autoanchor.py │ ├── datasets.py │ ├── face_datasets.py │ ├── general.py │ ├── google_utils.py │ ├── infer_utils.py │ ├── loss.py │ ├── metrics.py │ ├── plots.py │ ├── torch_utils.py │ └── transforms.py └── weights │ ├── .gitignore │ ├── download_weights.sh │ └── yolov5n_state_dict.pt ├── face_recognition ├── Dockerfile ├── deepface │ └── test.py ├── facenet │ ├── data.pt │ ├── gen_psudo.ipynb │ ├── save_embedding.py │ ├── test.py │ └── train.ipynb ├── irse_arcface │ ├── configs │ │ └── config.py │ ├── logs │ │ └── .gitignore │ ├── losses │ │ └── focal.py │ ├── models │ │ ├── backbone │ │ │ └── model_irse.py │ │ └── head │ │ │ └── metrics.py │ ├── tools │ │ ├── test.py │ │ └── train.py │ ├── utils │ │ └── utils.py │ └── weights │ │ └── .gitignore └── requirements.txt ├── image_alignment ├── alignment.py ├── face_alignment.py ├── requirements.txt └── utils.py ├── image_enhacement ├── cnn │ ├── .gitignore │ ├── data.py │ ├── dataset.py │ ├── generate_model.py │ ├── generate_super_resolution.py │ ├── model.py │ └── predicted.py ├── srgan │ ├── .gitignore │ ├── Dockerfile │ ├── configs │ │ └── config.py │ ├── datasets │ │ └── dataset.py │ ├── models │ │ └── model.py │ ├── requirements.txt │ ├── tools │ 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