├── InstantMesh ├── infer_fmri_obj.py ├── infer_fmri_shape.py ├── src │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── objaverse.py │ │ └── objaverse_zero123plus.py │ ├── encoder │ │ ├── autoencoder.py │ │ ├── autoencoder2.py │ │ └── feature_aggregation.py │ ├── layers.py │ ├── model.py │ ├── model_mesh.py │ ├── model_mesh_fmri.py │ ├── models │ │ ├── __init__.py │ │ ├── decoder │ │ │ ├── __init__.py │ │ │ ├── transformer.py │ │ │ └── transformer_lora.py │ │ ├── encoder │ │ │ ├── __init__.py │ │ │ ├── dino.py │ │ │ └── dino_wrapper.py │ │ ├── fmri_encoder │ │ │ ├── autoencoder.py │ │ │ ├── feature_aggregation.py │ │ │ └── layers.py │ │ ├── geometry │ │ │ ├── __init__.py │ │ │ ├── camera │ │ │ │ ├── __init__.py │ │ │ │ └── perspective_camera.py │ │ │ ├── render │ │ │ │ ├── __init__.py │ │ │ │ └── neural_render.py │ │ │ └── rep_3d │ │ │ │ ├── __init__.py │ │ │ │ ├── dmtet.py │ │ │ │ ├── dmtet_utils.py │ │ │ │ ├── extract_texture_map.py │ │ │ │ ├── flexicubes.py │ │ │ │ ├── flexicubes_geometry.py │ │ │ │ └── tables.py │ │ ├── lrm.py │ │ ├── lrm_mesh.py │ │ ├── renderer │ │ │ ├── __init__.py │ │ │ ├── synthesizer.py │ │ │ ├── synthesizer_mesh.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── math_utils.py │ │ │ │ ├── ray_marcher.py │ │ │ │ ├── ray_sampler.py │ │ │ │ └── renderer.py │ │ └── test_model.ipynb │ ├── utils │ │ ├── __init__.py │ │ ├── camera_util.py │ │ ├── infer_util.py │ │ ├── mesh_util.py │ │ └── train_util.py │ └── zero123plus │ │ ├── model.py │ │ └── pipeline.py └── zero123plus │ ├── model.py │ └── pipeline.py ├── README.md ├── cmask.npy ├── configs ├── default.yaml ├── diffusion.yaml ├── mind3d.yaml ├── mind3d_pp.yaml └── mind3d_pp_infer.yaml ├── dataset ├── test_list.txt └── train_list.txt ├── demo ├── 3dc77d756da1ff5eb3b44ad99a214777.npy ├── 3dc77d756da1ff5eb3b44ad99a214777.obj ├── 3dc77d756da1ff5eb3b44ad99a214777.png ├── 41fce4197aad78f76fab5a5e55726ee7.npy ├── 41fce4197aad78f76fab5a5e55726ee7.obj ├── 41fce4197aad78f76fab5a5e55726ee7.png ├── 42129d6b04cb9038b2f7093e7efce142.npy ├── 42129d6b04cb9038b2f7093e7efce142.obj ├── 42129d6b04cb9038b2f7093e7efce142.png ├── 69e45e401c1d05b767d8789d3a6519d0.npy ├── 69e45e401c1d05b767d8789d3a6519d0.obj ├── 69e45e401c1d05b767d8789d3a6519d0.png ├── aebd98c5d7e8150b709ce7955adef61b.npy ├── aebd98c5d7e8150b709ce7955adef61b.obj ├── aebd98c5d7e8150b709ce7955adef61b.png ├── b5d0ae4f723bce81f119374ee5d5f944.npy ├── b5d0ae4f723bce81f119374ee5d5f944.obj └── b5d0ae4f723bce81f119374ee5d5f944.png ├── env_install.sh ├── generate_fmri2shape.py ├── imgs ├── MinD-3D++.jpg ├── MinD-3D.jpg ├── fmri-3d_dataset.jpg ├── fmri_shape.png ├── teaser++.jpg ├── teaser.png └── visualization.png ├── index.html ├── requirements.txt ├── scripts ├── infer_mind3dpp.sh └── train_mind3dpp.sh ├── setup.py ├── src ├── common.py ├── data │ ├── augmentation.py │ ├── fmri_shape.py │ └── texture_dataset.py ├── decoder │ ├── conv_onet │ │ ├── __init__.py │ │ ├── config.py │ │ ├── generation.py │ │ └── models │ │ │ ├── __init__.py │ │ │ ├── decoder.py │ │ │ ├── quantize_2D_improve_revise.py │ │ │ └── quantize_3plane.py │ ├── encoder │ │ ├── __init__.py │ │ ├── pointnet.py │ │ ├── pointnetpp.py │ │ ├── unet.py │ │ ├── unet3d.py │ │ └── voxels.py │ ├── lad.py │ └── layers.py ├── diffusion │ ├── fbdm.py │ └── rotary_embedding_torch.py ├── encoder │ ├── autoencoder.py │ ├── autoencoder2.py │ └── feature_aggregation.py ├── layers.py ├── mind3d.py ├── mvdiffusion.py ├── pytorch_optimization.py ├── stage1_model.py ├── stage2_model.py ├── utils.py └── zero123plus │ ├── model.py │ └── pipeline.py ├── static ├── .DS_Store ├── css │ ├── bulma-carousel.min.css │ ├── bulma-slider.min.css │ ├── bulma.css.map.txt │ ├── bulma.min.css │ ├── fontawesome.all.min.css │ └── index.css └── js │ ├── bulma-carousel.js │ ├── bulma-carousel.min.js │ ├── bulma-slider.js │ ├── bulma-slider.min.js │ ├── fontawesome.all.min.js │ └── index.js ├── tools ├── get_acc_objaverse.py ├── get_acc_shape.py ├── get_cd.py ├── get_emd.py ├── get_fpd_shape.py ├── get_psnr.py ├── pointnet.py └── render_mesh.py ├── train_mind3d_pp.py ├── train_mind3d_stage1.py ├── train_mind3d_stage2.py └── utils ├── .DS_Store ├── __init__.py ├── binvox_rw.py ├── icp.py ├── io.py ├── libkdtree ├── .gitignore ├── MANIFEST.in ├── README ├── README.rst ├── __init__.py ├── pykdtree │ ├── __init__.py │ ├── _kdtree_core.c │ ├── _kdtree_core.c.mako │ ├── kdtree.c │ ├── kdtree.cpython-36m-x86_64-linux-gnu.so │ ├── kdtree.cpython-38-x86_64-linux-gnu.so │ ├── kdtree.pyx │ ├── render_template.py │ └── test_tree.py └── setup.cfg ├── libmcubes ├── .gitignore ├── LICENSE ├── README.rst ├── __init__.py ├── exporter.py ├── marchingcubes.cpp ├── marchingcubes.h ├── mcubes.cpp ├── mcubes.cpython-36m-x86_64-linux-gnu.so ├── mcubes.cpython-38-x86_64-linux-gnu.so ├── mcubes.pyx ├── pyarray_symbol.h ├── pyarraymodule.h ├── pywrapper.cpp └── pywrapper.h ├── libmesh ├── .gitignore ├── inside_mesh.py ├── triangle_hash.cpython-36m-x86_64-linux-gnu.so ├── triangle_hash.cpython-38-x86_64-linux-gnu.so └── triangle_hash.pyx ├── libmise ├── .gitignore ├── __init__.py ├── mise.cpython-36m-x86_64-linux-gnu.so ├── mise.cpython-38-x86_64-linux-gnu.so ├── mise.pyx └── test.py ├── libsimplify ├── Simplify.h ├── __init__.py ├── simplify_mesh.cpp ├── simplify_mesh.cpython-36m-x86_64-linux-gnu.so ├── simplify_mesh.cpython-38-x86_64-linux-gnu.so ├── simplify_mesh.pyx └── test.py ├── libvoxelize ├── .gitignore ├── __init__.py ├── tribox2.h ├── voxelize.cpython-36m-x86_64-linux-gnu.so ├── voxelize.cpython-38-x86_64-linux-gnu.so └── voxelize.pyx ├── mesh.py ├── visualize.py └── voxels.py /InstantMesh/infer_fmri_obj.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianxGao/MinD-3D/HEAD/InstantMesh/infer_fmri_obj.py -------------------------------------------------------------------------------- /InstantMesh/infer_fmri_shape.py: 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