├── .gitignore ├── README.md ├── assets └── fig_teaser.png ├── dataset ├── README.md └── dataset.png ├── demo ├── README.md ├── dress_demo │ ├── 0_normal_estimator │ │ ├── 00_predict_normal.sh │ │ ├── model.py │ │ ├── predict_normal.py │ │ └── run.sh │ ├── 1_coarse │ │ ├── 00_get_smpl.sh │ │ ├── 01_get_tpose_garment_on_mean_body.sh │ │ ├── 02_pose_garment.sh │ │ ├── ICON_get_smpl │ │ │ ├── apps │ │ │ │ ├── ICON.py │ │ │ │ └── infer_smpl.py │ │ │ ├── configs │ │ │ │ └── icon-filter.yaml │ │ │ ├── fetch_data.sh │ │ │ ├── fetch_hps.sh │ │ │ └── lib │ │ │ │ ├── __init__.py │ │ │ │ ├── common │ │ │ │ ├── __init__.py │ │ │ │ ├── cloth_extraction.py │ │ │ │ ├── config.py │ │ │ │ ├── render.py │ │ │ │ ├── render_utils.py │ │ │ │ ├── seg3d_lossless.py │ │ │ │ ├── seg3d_utils.py │ │ │ │ ├── smpl_vert_segmentation.json │ │ │ │ └── train_util.py │ │ │ │ ├── dataloader_demo.py │ │ │ │ ├── dataset │ │ │ │ ├── Evaluator.py │ │ │ │ ├── NormalDataset.py │ │ │ │ ├── NormalModule.py │ │ │ │ ├── PIFuDataModule.py │ │ │ │ ├── PIFuDataset.py │ │ │ │ ├── PointFeat.py │ │ │ │ ├── TestDataset.py │ │ │ │ ├── __init__.py │ │ │ │ ├── body_model.py │ │ │ │ ├── hoppeMesh.py │ │ │ │ ├── mesh_util.py │ │ │ │ └── tbfo.ttf │ │ │ │ ├── hybrik │ │ │ │ └── models │ │ │ │ │ ├── layers │ │ │ │ │ ├── Resnet.py │ │ │ │ │ └── smpl │ │ │ │ │ │ ├── SMPL.py │ │ │ │ │ │ └── lbs.py │ │ │ │ │ └── simple3dpose.py │ │ │ │ ├── net │ │ │ │ ├── BasePIFuNet.py │ │ │ │ ├── FBNet.py │ │ │ │ ├── HGFilters.py │ │ │ │ ├── HGPIFuNet.py │ │ │ │ ├── MLP.py │ │ │ │ ├── NormalNet.py │ │ │ │ ├── VE.py │ │ │ │ ├── __init__.py │ │ │ │ ├── geometry.py │ │ │ │ ├── local_affine.py │ │ │ │ ├── net_util.py │ │ │ │ ├── spatial.py │ │ │ │ └── voxelize.py │ │ │ │ ├── pare │ │ │ │ ├── LICENSE │ │ │ │ ├── __init__.py │ │ │ │ └── pare │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── core │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── config.py │ │ │ │ │ ├── constants.py │ │ │ │ │ └── tester.py │ │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── backbone │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── hrnet.py │ │ │ │ │ │ ├── hrnet_hmr.py │ │ │ │ │ │ ├── hrnet_legacy.py │ │ │ │ │ │ ├── hrnet_pare.py │ │ │ │ │ │ ├── mobilenet.py │ │ │ │ │ │ ├── resnet.py │ │ │ │ │ │ └── utils.py │ │ │ │ │ ├── head │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── hmr_head.py │ │ │ │ │ │ ├── pare_head.py │ │ │ │ │ │ ├── smpl_cam_head.py │ │ │ │ │ │ └── smpl_head.py │ │ │ │ │ ├── hmr.py │ │ │ │ │ ├── layers │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── attention.py │ │ │ │ │ │ ├── coattention.py │ │ │ │ │ │ ├── interpolate.py │ │ │ │ │ │ ├── keypoint_attention.py │ │ │ │ │ │ ├── locallyconnected2d.py │ │ │ │ │ │ ├── non_local │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ └── dot_product.py │ │ │ │ │ │ ├── nonlocalattention.py │ │ │ │ │ │ └── softargmax.py │ │ │ │ │ └── pare.py │ │ │ │ │ └── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── geometry.py │ │ │ │ │ ├── kp_utils.py │ │ │ │ │ └── train_utils.py │ │ │ │ ├── pixielib │ │ │ │ ├── __init__.py │ │ │ │ ├── models │ │ │ │ │ ├── FLAME.py │ │ │ │ │ ├── SMPLX.py │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoders.py │ │ │ │ │ ├── hrnet.py │ │ │ │ │ ├── lbs.py │ │ │ │ │ ├── moderators.py │ │ │ │ │ └── resnet.py │ │ │ │ ├── pixie.py │ │ │ │ └── utils │ │ │ │ │ ├── array_cropper.py │ │ │ │ │ ├── config.py │ │ │ │ │ ├── renderer.py │ │ │ │ │ ├── rotation_converter.py │ │ │ │ │ ├── tensor_cropper.py │ │ │ │ │ └── util.py │ │ │ │ ├── pymaf │ │ │ │ ├── configs │ │ │ │ │ └── pymaf_config.yaml │ │ │ │ ├── core │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_trainer.py │ │ │ │ │ ├── cfgs.py │ │ │ │ │ ├── constants.py │ │ │ │ │ ├── fits_dict.py │ │ │ │ │ ├── path_config.py │ │ │ │ │ └── train_options.py │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── hmr.py │ │ │ │ │ ├── maf_extractor.py │ │ │ │ │ ├── pymaf_net.py │ │ │ │ │ ├── res_module.py │ │ │ │ │ └── smpl.py │ │ │ │ └── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── geometry.py │ │ │ │ │ ├── imutils.py │ │ │ │ │ ├── streamer.py │ │ │ │ │ └── transforms.py │ │ │ │ ├── renderer │ │ │ │ ├── __init__.py │ │ │ │ ├── camera.py │ │ │ │ ├── gl │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── cam_render.py │ │ │ │ │ ├── color_render.py │ │ │ │ │ ├── data │ │ │ │ │ │ ├── color.fs │ │ │ │ │ │ ├── color.vs │ │ │ │ │ │ ├── normal.fs │ │ │ │ │ │ ├── normal.vs │ │ │ │ │ │ ├── prt.fs │ │ │ │ │ │ ├── prt.vs │ │ │ │ │ │ ├── prt_uv.fs │ │ │ │ │ │ ├── prt_uv.vs │ │ │ │ │ │ ├── quad.fs │ │ │ │ │ │ └── quad.vs │ │ │ │ │ ├── framework.py │ │ │ │ │ ├── glcontext.py │ │ │ │ │ ├── init_gl.py │ │ │ │ │ ├── norm_render.py │ │ │ │ │ ├── normal_render.py │ │ │ │ │ ├── prt_render.py │ │ │ │ │ ├── render.py │ │ │ │ │ └── render2.py │ │ │ │ ├── glm.py │ │ │ │ ├── mesh.py │ │ │ │ ├── opengl_util.py │ │ │ │ └── prt_util.py │ │ │ │ └── smplx │ │ │ │ ├── .gitignore │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── body_models.py │ │ │ │ ├── joint_names.py │ │ │ │ ├── lbs.py │ │ │ │ ├── utils.py │ │ │ │ ├── vertex_ids.py │ │ │ │ └── vertex_joint_selector.py │ │ ├── run.sh │ │ ├── smpl_lbs_to_garment │ │ │ ├── body_mean.obj │ │ │ ├── pose_garment.py │ │ │ ├── smpl │ │ │ │ └── smpl_numpy.py │ │ │ └── smplpytorch │ │ │ │ ├── __init__.py │ │ │ │ ├── native │ │ │ │ ├── __init__.py │ │ │ │ └── webuser │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── posemapper.py │ │ │ │ │ └── serialization.py │ │ │ │ └── pytorch │ │ │ │ ├── __init__.py │ │ │ │ ├── rodrigues_layer.py │ │ │ │ ├── smpl_layer.py │ │ │ │ └── tensutils.py │ │ └── tpose_garment_estimator │ │ │ ├── model.py │ │ │ └── test_wild.py │ ├── 2_fine │ │ ├── 00_format_data.sh │ │ ├── 01_predict_wild.sh │ │ ├── apps │ │ │ ├── __init__.py │ │ │ ├── crop_img.py │ │ │ ├── eval.py │ │ │ ├── predict_refine_wild.py │ │ │ ├── prt_util.py │ │ │ └── train.py │ │ ├── cam.txt │ │ ├── format_data.py │ │ ├── lib │ │ │ ├── __init__.py │ │ │ ├── colab_util.py │ │ │ ├── data │ │ │ │ ├── BaseDataset.py │ │ │ │ ├── EvalDataset.py │ │ │ │ ├── EvalDataset_hd.py │ │ │ │ ├── TestDataset_Refine.py │ │ │ │ ├── TrainDataset.py │ │ │ │ ├── TrainDataset_Refine.py │ │ │ │ └── __init__.py │ │ │ ├── ext_transform.py │ │ │ ├── geometry.py │ │ │ ├── mesh_util.py │ │ │ ├── model │ │ │ │ ├── .ipynb_checkpoints │ │ │ │ │ └── HGPIFuNetwNML-checkpoint.py │ │ │ │ ├── BasePIFuNet.py │ │ │ │ ├── BasePIFuNet_hd.py │ │ │ │ ├── ConvFilters.py │ │ │ │ ├── ConvPIFuNet.py │ │ │ │ ├── DepthNormalizer.py │ │ │ │ ├── HGFilters.py │ │ │ │ ├── HGFilters_hd.py │ │ │ │ ├── HGPIFuNet.py │ │ │ │ ├── HGPIFuNet_hd.py │ │ │ │ ├── HGPIFuNetwNML.py │ │ │ │ ├── HGPIFuNetwNML_hd.py │ │ │ │ ├── HGPIFuNetwNML_hd_withLM.py │ │ │ │ ├── HGPIFuNetwNML_withLM.py │ │ │ │ ├── MLP.py │ │ │ │ ├── ResBlkPIFuNet.py │ │ │ │ ├── SurfaceClassifier.py │ │ │ │ ├── VhullPIFuNet.py │ │ │ │ ├── __init__.py │ │ │ │ └── bk │ │ │ │ │ ├── HGFilters_hd.py │ │ │ │ │ └── HGPIFuNet_hd.py │ │ │ ├── net_util.py │ │ │ ├── options.py │ │ │ ├── renderer │ │ │ │ ├── __init__.py │ │ │ │ ├── camera.py │ │ │ │ ├── gl │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── cam_render.py │ │ │ │ │ ├── data │ │ │ │ │ │ ├── prt.fs │ │ │ │ │ │ ├── prt.vs │ │ │ │ │ │ ├── prt_uv.fs │ │ │ │ │ │ ├── prt_uv.vs │ │ │ │ │ │ ├── quad.fs │ │ │ │ │ │ └── quad.vs │ │ │ │ │ ├── framework.py │ │ │ │ │ ├── glcontext.py │ │ │ │ │ ├── init_gl.py │ │ │ │ │ ├── prt_render.py │ │ │ │ │ └── render.py │ │ │ │ ├── glm.py │ │ │ │ └── mesh.py │ │ │ ├── sample_util.py │ │ │ ├── sdf.py │ │ │ └── train_util.py │ │ └── run.sh │ ├── 3_fitting │ │ ├── 00_format_target.sh │ │ ├── 01_format_src.sh │ │ ├── 10_boundary_fitting.sh │ │ ├── 11_get_landmark_indices_all.sh │ │ ├── 20_opt_occ_all.sh │ │ ├── 21_refine.sh │ │ ├── nicp │ │ │ ├── 00_format_target.py │ │ │ ├── 01_format_src.py │ │ │ ├── 10_boundary_fitting.py │ │ │ ├── 11_get_landmark_indices_all.py │ │ │ ├── 20_demo_nicp_cloth_occ_all.py │ │ │ ├── 21_find_knn_all.py │ │ │ ├── cloth_model.py │ │ │ ├── config │ │ │ │ ├── cloth.json │ │ │ │ ├── coarse_grain.json │ │ │ │ └── fine_grain.json │ │ │ ├── find_knn.py │ │ │ ├── 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