├── .github └── workflows │ ├── python-package-mac.yml │ └── python-package.yml ├── .gitignore ├── MEGraphAU ├── LICENSE ├── OpenGraphAU │ ├── README.md │ ├── __init__.py │ ├── checkpoints │ │ └── checkpoints.txt │ ├── conf.py │ ├── config │ │ └── hybrid_config.yaml │ ├── dataset.py │ ├── demo.py │ ├── demo_imgs │ │ ├── 10025_pred.jpg │ │ ├── 1014.jpg │ │ ├── 1014_pred.jpg │ │ ├── 1014_pred_pred.jpg │ │ ├── 10259_pred.jpg │ │ ├── 25329_pred.jpg │ │ ├── 828_pred.jpg │ │ ├── v_ArmFlapping_01.mp4 │ │ └── v_ArmFlapping_01.mp4_output.json │ ├── model │ │ ├── ANFL.py │ │ ├── MEFL.py │ │ ├── __init__.py │ │ ├── basic_block.py │ │ ├── graph.py │ │ ├── graph_edge_model.py │ │ ├── modeling_finetune.py │ │ ├── modeling_pretrain.py │ │ ├── resnet.py │ │ └── swin_transformer.py │ ├── output.mp4 │ ├── predict.py │ ├── results │ │ └── demo │ │ │ └── bs_64_seed_0_lr_1e-05 │ │ │ ├── ANFL.py │ │ │ ├── MEFL.py │ │ │ └── test.log │ ├── sam.py │ ├── test_stage1.py │ ├── test_stage2.py │ ├── tool │ │ ├── calculate_AU_class_weights.py │ │ └── dataset_process.py │ ├── train_stage1.py │ ├── train_stage2.py │ └── utils.py ├── README.md ├── __init__.py ├── checkpoints │ └── checkpoints.txt ├── conf.py ├── config │ ├── BP4D_config.yaml │ └── DISFA_config.yaml ├── data │ ├── BP4D │ │ ├── img │ │ │ └── F001 │ │ │ │ └── T1 │ │ │ │ └── 2440.jpg │ │ └── list │ │ │ ├── BP4D_test_img_path_fold1.txt │ │ │ ├── BP4D_test_img_path_fold2.txt │ │ │ ├── BP4D_test_img_path_fold3.txt │ │ │ ├── BP4D_test_label_fold1.txt │ │ │ ├── BP4D_test_label_fold2.txt │ │ │ ├── BP4D_test_label_fold3.txt │ │ │ ├── BP4D_train_AU_relation_fold1.txt │ │ │ ├── BP4D_train_AU_relation_fold2.txt │ │ │ ├── BP4D_train_AU_relation_fold3.txt │ │ │ ├── BP4D_train_img_path_fold1.txt │ │ │ ├── BP4D_train_img_path_fold2.txt │ │ │ ├── BP4D_train_img_path_fold3.txt │ │ │ ├── BP4D_train_label_fold1.txt │ │ │ ├── BP4D_train_label_fold2.txt │ │ │ ├── BP4D_train_label_fold3.txt │ │ │ ├── BP4D_weight_fold1.txt │ │ │ ├── BP4D_weight_fold2.txt │ │ │ └── BP4D_weight_fold3.txt │ └── DISFA │ │ ├── img │ │ └── SN001 │ │ │ └── 0.png │ │ └── list │ │ ├── DISFA_test_img_path_fold1.txt │ │ ├── DISFA_test_img_path_fold2.txt │ │ ├── DISFA_test_img_path_fold3.txt │ │ ├── DISFA_test_label_fold1.txt │ │ ├── DISFA_test_label_fold2.txt │ │ ├── DISFA_test_label_fold3.txt │ │ ├── DISFA_train_AU_relation_fold1.txt │ │ ├── DISFA_train_AU_relation_fold2.txt │ │ ├── DISFA_train_AU_relation_fold3.txt │ │ ├── DISFA_train_img_path_fold1.txt │ │ ├── DISFA_train_img_path_fold2.txt │ │ ├── DISFA_train_img_path_fold3.txt │ │ ├── DISFA_train_label_fold1.txt │ │ ├── DISFA_train_label_fold2.txt │ │ ├── DISFA_train_label_fold3.txt │ │ ├── DISFA_weight_fold1.txt │ │ ├── DISFA_weight_fold2.txt │ │ └── DISFA_weight_fold3.txt ├── dataset.py ├── download_checkpoints.py ├── img │ └── intro.png ├── model │ ├── ANFL.py │ ├── MEFL.py │ ├── __init__.py │ ├── basic_block.py │ ├── graph.py │ ├── graph_edge_model.py │ ├── resnet.py │ └── swin_transformer.py ├── requirements.txt ├── test.py ├── tool │ ├── BP4D_calculate_AU_class_weights.py │ ├── BP4D_deal_AU_relation.py │ ├── BP4D_image_label_process.py │ ├── DISFA_calculate_AU_class_weights.py │ ├── DISFA_deal_AU_relation.py │ ├── DISFA_image_label_process.py │ └── README.md ├── train_stage1.py ├── train_stage2.py └── utils.py ├── README.md ├── haarcascade_frontalface_alt2.xml ├── image.png ├── index.py ├── requirements.txt ├── results └── Test │ └── bs_64_seed_0_lr_1e-05 │ ├── ANFL.py │ ├── MEFL.py │ └── test.log ├── setup.cfg ├── setup.py ├── test_predict.py ├── videos ├── demo_v_ArmFlapping_01_output.mp4 ├── v_ArmFlapping_01.mp4 ├── v_ArmFlapping_01_output.json ├── v_ArmFlapping_01_output.mp4 ├── v_Spinning_01.mp4 ├── v_Spinning_01_output.json └── v_Spinning_01_output.mp4 └── yolov8n-face.pt /.github/workflows/python-package-mac.yml: -------------------------------------------------------------------------------- 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