├── .github ├── ISSUE_TEMPLATE.md └── workflows │ └── stale.yml ├── .gitignore ├── README.md ├── assets ├── bg.gif ├── cl.gif ├── gaitedge.png ├── gallery.gif ├── logo1.png ├── logo2.png ├── nm.gif ├── pipeline.png ├── probe1-After.gif └── probe2-After.gif ├── configs ├── biggait │ └── BigGait_CCPG.yaml ├── biggergait │ ├── biggergait__DINOv2_CCPG.yaml │ └── biggergait__DINOv2_Group_CCPG.yaml ├── deepgaitv2 │ ├── DeepGaitV2_casiab.yaml │ ├── DeepGaitV2_ccpg.yaml │ ├── DeepGaitV2_gait3d.yaml │ ├── DeepGaitV2_grew.yaml │ ├── DeepGaitV2_oumvlp.yaml │ └── DeepGaitV2_sustech1k.yaml ├── default.yaml ├── denoisinggait │ ├── README.md │ ├── denoisinggait_casiab.yaml │ ├── denoisinggait_ccpg.yaml │ └── denoisinggait_sustech1k.yaml ├── gaitbase │ ├── gaitbase_casiae.yaml │ ├── gaitbase_ccpg.yaml │ ├── gaitbase_da_casiab.yaml │ ├── gaitbase_da_gait3d.yaml │ ├── gaitbase_da_grew.yaml │ ├── gaitbase_gait3d_parsing_btz32x2_fixed.yaml │ ├── gaitbase_hid.yaml │ └── gaitbase_oumvlp.yaml ├── gaitedge │ ├── README.md │ ├── phase1_rec.yaml │ ├── phase1_seg.yaml │ ├── phase2_e2e.yaml │ └── phase2_gaitedge.yaml ├── gaitgl │ ├── gaitgl.yaml │ ├── gaitgl_GREW.yaml │ ├── gaitgl_GREW_BNNeck.yaml │ ├── gaitgl_OUMVLP.yaml │ └── gaitgl_gait3d_parsing.yaml ├── gaitgraph1 │ ├── gaitgraph1_phase1.yaml │ ├── gaitgraph1_phase1_GREW.yaml │ ├── gaitgraph1_phase1_Gait3D.yaml │ ├── gaitgraph1_phase1_OUMVLP.yaml │ └── gaitgraph1_phase1_OUMVLP17.yaml ├── gaitgraph2 │ ├── gaitgraph2.yaml │ ├── gaitgraph2_CCPG.yaml │ ├── gaitgraph2_GREW.yaml │ ├── gaitgraph2_Gait3D.yaml │ ├── gaitgraph2_OUMVLP.yaml │ ├── gaitgraph2_OUMVLP17.yaml │ └── gaitgraph2_SUSTech1K.yaml ├── gaitpart │ ├── gaitpart.yaml │ ├── gaitpart_GREW.yaml │ ├── gaitpart_OUMVLP.yaml │ ├── gaitpart_casiae.yaml │ └── gaitpart_gait3d_parsing.yaml ├── gaitset │ ├── gaitset.yaml │ ├── gaitset_GREW.yaml │ ├── gaitset_OUMVLP.yaml │ ├── gaitset_casiae.yaml │ └── gaitset_gait3d_parsing.yaml ├── gaitssb │ ├── finetune_casiab.yaml │ ├── finetune_gait3d.yaml │ ├── finetune_grew.yaml │ ├── finetune_oumvlp.yaml │ ├── pretrain.yaml │ ├── pretrain_test_on_casiab.yaml │ ├── pretrain_test_on_gait3d.yaml │ ├── pretrain_test_on_grew.yaml │ └── pretrain_test_on_oumvlp.yaml ├── gaittr │ ├── gaittr_CCPG.yaml │ ├── gaittr_GREW.yaml │ ├── gaittr_Gait3D.yaml │ ├── gaittr_OUMVLP.yaml │ ├── gaittr_OUMVLP17.yaml │ └── gaittr_SUSTech1K.yaml ├── gln │ ├── gln_phase1.yaml │ ├── gln_phase1_gait3d_parsing.yaml │ ├── gln_phase2.yaml │ └── gln_phase2_gait3d_parsing.yaml ├── lidargait │ └── lidargait_sustech1k.yaml ├── lidargaitv2 │ ├── README.md │ ├── lidargaitv2_freegait.yaml │ └── lidargaitv2_sustech1k.yaml ├── msgg │ ├── msgg_OUMVLP.yaml │ └── msgg_SUSTech1K.yaml ├── multigaitpp │ ├── multigaitpp_ccpg.yaml │ ├── multigaitpp_gait3d.yaml │ ├── multigaitpp_grew.yaml │ └── multigaitpp_sustech1k.yaml ├── parsinggait │ └── parsinggait_gait3d_parsing.yaml ├── sconet │ └── sconet_scoliosis1k.yaml ├── skeletongait │ ├── README.md │ ├── pretreatment_heatmap.yaml │ ├── skeletongait++_CCPG.yaml │ ├── skeletongait++_GREW.yaml │ ├── skeletongait++_Gait3D.yaml │ ├── skeletongait++_SUSTech1K.yaml │ ├── skeletongait_CCPG.yaml │ ├── skeletongait_GREW.yaml │ ├── skeletongait_Gait3D.yaml │ ├── skeletongait_OUMVLP.yaml │ └── skeletongait_SUSTech1K.yaml ├── smplgait │ ├── smplgait.yaml │ └── smplgait_gait3d_parsing.yaml └── swingait │ ├── swingait3D_B1122C2_CCPG.yaml │ ├── swingait3D_B1122C2_SUSTech1K.yaml │ ├── swingait3D_B1442C2_GREW.yaml │ └── swingait3D_B1442C2_Gait3D.yaml ├── datasets ├── CASIA-B │ ├── CASIA-B.json │ └── README.md ├── CASIA-E │ ├── CASIA-E.json │ ├── README.md │ └── extractor.py ├── CCPG │ ├── CCPG.json │ ├── README.md │ └── organize_ccpg.py ├── FreeGait │ ├── FreeGait.json │ └── rearrange_freegait.py ├── GREW │ ├── GREW.json │ ├── README.md │ ├── rearrange_GREW.py │ └── rearrange_GREW_pose.py ├── Gait3D-Parsing │ ├── README.md │ └── pretreatment_gps.py ├── Gait3D │ ├── Gait3D.json │ ├── README.md │ ├── merge_two_modality.py │ └── pretreatment_smpl.py ├── GaitLU-1M │ ├── Ethical_Requirements.pdf │ ├── GaitLU-1M.json │ ├── README.md │ ├── Release_Agreement.pdf │ └── Statistic.png ├── HID │ ├── HID.json │ ├── HID2023.json │ ├── README.md │ └── pretreatment_HID.py ├── MSGG │ ├── README.md │ └── pyramid_keypoints_msgg.py ├── OUMVLP │ ├── OUMVLP.json │ ├── README.md │ ├── extractor.py │ ├── oumvlp17.py │ ├── pose_index_extractor.py │ ├── rearrange_OUMVLP.py │ └── rearrange_OUMVLP_pose.py ├── README.md ├── SUSTech1K │ ├── README.md │ ├── SUSTech1K.json │ ├── point2depth.py │ └── pretreatment_SUSTech1K.py ├── Scoliosis1K │ ├── README.md │ ├── Scoliosis1K_1116.json │ ├── Scoliosis1K_112.json │ ├── Scoliosis1K_114.json │ └── Scoliosis1K_118.json ├── ln_sil_heatmap.py ├── pretreatment.py ├── pretreatment_heatmap.py └── pretreatment_rgb.py ├── docs ├── 0.get_started.md ├── 1.1.skeleton_model_zoo.md ├── 1.model_zoo.md ├── 2.prepare_dataset.md ├── 3.detailed_config.md ├── 4.how_to_create_your_model.md └── 5.advanced_usages.md ├── misc ├── clean_process.sh └── download_pretrained_model.py ├── opengait ├── data │ ├── __init__.py │ ├── collate_fn.py │ ├── dataset.py │ ├── sampler.py │ └── transform.py ├── evaluation │ ├── __init__.py │ ├── evaluator.py │ ├── metric.py │ └── re_rank.py ├── main.py ├── modeling │ ├── backbones │ │ ├── __init__.py │ │ ├── gcn.py │ │ ├── plain.py │ │ ├── resgcn.py │ │ ├── resnet.py │ │ └── u_net.py │ ├── base_model.py │ ├── loss_aggregator.py │ ├── losses │ │ ├── __init__.py │ │ ├── base.py │ │ ├── bce.py │ │ ├── ce.py │ │ ├── supconloss.py │ │ └── triplet.py │ ├── models │ │ ├── BigGait.py │ │ ├── BigGait_utils │ │ │ ├── BigGait_GaitBase.py │ │ │ ├── DINOv2.py │ │ │ ├── dino_layers │ │ │ │ ├── __init__.py │ │ │ │ ├── attention.py │ │ │ │ ├── block.py │ │ │ │ ├── dino_head.py │ │ │ │ ├── drop_path.py │ │ │ │ ├── layer_scale.py │ │ │ │ ├── mlp.py │ │ │ │ ├── patch_embed.py │ │ │ │ └── swiglu_ffn.py │ │ │ └── save_img.py │ │ ├── BiggerGait_DINOv2.py │ │ ├── __init__.py │ │ ├── baseline.py │ │ ├── deepgaitv2.py │ │ ├── denoisinggait.py │ │ ├── diffgait_utils │ │ │ └── GaitBase_fusion_denoise_flow26_attn.py │ │ ├── gaitedge.py │ │ ├── gaitgl.py │ │ ├── gaitgraph1.py │ │ ├── gaitgraph2.py │ │ ├── gaitpart.py │ │ ├── gaitset.py │ │ ├── gaitssb.py │ │ ├── gaittr.py │ │ ├── gln.py │ │ ├── lidargaitv2.py │ │ ├── lidargaitv2_utils.py │ │ ├── msgg.py │ │ ├── multigait++.py │ │ ├── parsinggait.py │ │ ├── sconet.py │ │ ├── skeletongait++.py │ │ ├── smplgait.py │ │ └── swingait.py │ └── modules.py └── utils │ ├── __init__.py │ ├── common.py │ └── msg_manager.py ├── output └── .gitkeep ├── test.sh └── train.sh /.github/ISSUE_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShiqiYu/OpenGait/HEAD/.github/ISSUE_TEMPLATE.md -------------------------------------------------------------------------------- /.github/workflows/stale.yml: 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