├── .gitignore ├── README.md ├── data ├── initialize_shrec19.sh └── initialize_smal.sh ├── dependencies.md ├── docs ├── animals │ ├── README.md │ └── animal_datasets.md ├── human │ ├── README.md │ ├── datasets.md │ ├── evaluation.md │ ├── faust.md │ ├── metric.pdf │ ├── metric.png │ ├── shrec19.md │ ├── smpl.md │ ├── stats.md │ ├── surreal.md │ └── training.md └── rendering.md ├── human.md ├── src ├── README.md ├── eval │ ├── align_mesh_corres.py │ ├── asap_align.m │ ├── calc_stats.py │ ├── count_errors.py │ ├── count_errors_asap.py │ ├── draw_segments.m │ ├── eval_corres.py │ ├── eval_mesh2mesh.py │ ├── eval_reg.py │ ├── eval_smpl.py │ ├── flow_based_segmentation.m │ ├── flow_prediction.m │ ├── horn87.m │ ├── main.m │ ├── pack.py │ └── smpl_align.py ├── geop │ ├── README.md │ ├── __init__.py │ ├── geometry │ │ ├── __init__.py │ │ ├── camera.py │ │ ├── embedding.py │ │ ├── horse0.mat │ │ └── util.py │ ├── linalg.py │ ├── registration │ │ ├── icp.py │ │ └── makefile │ └── rendering │ │ └── render_mesh.py ├── human_corres │ ├── __init__.py │ ├── config.py │ ├── data │ │ ├── __init__.py │ │ ├── data.py │ │ ├── dataloader.py │ │ ├── img_batch.py │ │ ├── img_data.py │ │ └── prediction.py │ ├── datasets │ │ ├── __init__.py │ │ ├── backup │ │ │ ├── faust5k.py │ │ │ ├── faust_demo.py │ │ │ └── faust_img.py │ │ ├── convert_faust_correspondence.py │ │ ├── dgfsurreal.py │ │ ├── faust.py │ │ ├── faust_mesh.py │ │ ├── generate_dgfsurreal5k_scans.py │ │ ├── generate_faust_scans.py │ │ ├── generate_faust_test_scans.py │ │ ├── generate_shrec19_scans.py │ │ ├── generate_surreal_scans.py │ │ ├── generate_surreal_test_scans.py │ │ ├── generate_tosca_scans.py │ │ ├── shrec19.py │ │ ├── shrec19_generate_json.py │ │ ├── shrec19_mesh.py │ │ ├── smal.py │ │ ├── smal_generate_json.py │ │ ├── surreal.py │ │ ├── surreal5k.py │ │ ├── surreal_img.py │ │ ├── surreal_mesh.py │ │ ├── tosca.py │ │ └── tosca_mesh.py │ ├── modules │ │ ├── __init__.py │ │ ├── backup │ │ │ ├── conf_est.py │ │ │ ├── diffpool.py │ │ │ ├── gat.py │ │ │ ├── gcn.py │ │ │ ├── graph_sage.py │ │ │ ├── graph_unet.py │ │ │ ├── hourglass.py │ │ │ ├── pointnet2_instnorm.py │ │ │ ├── regularization.py │ │ │ └── transformation.py │ │ ├── pipeline.py │ │ ├── pointnet2.py │ │ └── reg.py │ ├── nn │ │ ├── __init__.py │ │ ├── data_parallel.py │ │ └── mlp.py │ ├── smpl │ │ ├── __init__.py │ │ ├── align2scan.py │ │ ├── smpl_np.py │ │ └── solvers │ │ │ ├── __init__.py │ │ │ ├── backup │ │ │ └── dump.py │ │ │ ├── hyper_derivatives.py │ │ │ ├── smpl_derivatives.py │ │ │ ├── smpl_fitting.py │ │ │ ├── smpl_nn_fitting.py │ │ │ ├── smpl_robust_fitting.py │ │ │ ├── solve.py │ │ │ └── util.py │ ├── transforms │ │ ├── __init__.py │ │ ├── avg.py │ │ ├── grid_sampling.py │ │ ├── radius_graph.py │ │ └── two_hop.py │ └── utils │ │ ├── __init__.py │ │ ├── helper.py │ │ ├── rigid.py │ │ └── visualization.py └── training │ ├── model.py │ ├── multi_gpu_handler.py │ ├── multi_train.py │ ├── multi_train_cls.py │ ├── multi_train_dgf.py │ ├── multi_train_reg.py │ ├── single_gpu_handler.py │ ├── train.py │ ├── train_cls.py │ ├── train_reg.py │ └── utils.py └── teaser_pipeline.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xiangruhuang/HumanCorresViaLearn2Sync/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xiangruhuang/HumanCorresViaLearn2Sync/HEAD/README.md -------------------------------------------------------------------------------- /data/initialize_shrec19.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xiangruhuang/HumanCorresViaLearn2Sync/HEAD/data/initialize_shrec19.sh -------------------------------------------------------------------------------- /data/initialize_smal.sh: 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