├── .idea ├── .gitignore ├── Orientation_Matters.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── README.md ├── assets ├── airplane.png ├── boat.png ├── bunny.png ├── bus.png ├── car.png ├── chair.png ├── chicken.png ├── crab.png ├── dog.png ├── dolphin.png ├── elephant.png ├── fish.png ├── fox.png ├── frog.png ├── giraffe.png ├── horse.png ├── lion.png ├── lizard.png ├── monkey.png ├── motorcycle.png ├── panda.png ├── penguin.png ├── piano.png ├── radio.png ├── robot.png ├── shark.png ├── sheep.png ├── shoe.png ├── sofa.png ├── teaser.png ├── tractor.png ├── truck.png ├── violin.png └── whale.png ├── orientation_estimation ├── data_preprocessing │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── assets │ │ ├── alarm │ │ │ └── 000000_0001.png │ │ ├── demo │ │ │ ├── depth.png │ │ │ ├── intrinsics.npy │ │ │ ├── output.png │ │ │ └── rgb.png │ │ ├── docs │ │ │ ├── V2_README.md │ │ │ ├── nuscenes_surround.gif │ │ │ ├── theoffice.gif │ │ │ ├── unidepth-banner.png │ │ │ └── unidepthv2-banner.png │ │ └── mustard │ │ │ └── 1581120424100262102.png │ ├── configs │ │ ├── config_v1_cnvnxtl.json │ │ ├── config_v1_vitl14.json │ │ ├── config_v2_vitb14.json │ │ ├── config_v2_vitl14.json │ │ ├── config_v2_vits14.json │ │ ├── config_v2old_vitl14.json │ │ ├── config_v2old_vits14.json │ │ └── train_v1_vitl14.json │ ├── hubconf.py │ ├── pyproject.toml │ ├── requirements.txt │ ├── scripts │ │ ├── README.md │ │ ├── demo.py │ │ ├── depth_vis_batch.py │ │ ├── inference.py │ │ ├── train.py │ │ └── utils.py │ └── unidepth │ │ ├── datasets │ │ ├── _2d3ds.py │ │ ├── _4dor.py │ │ ├── __init__.py │ │ ├── a2d2.py │ │ ├── adt.py │ │ ├── aimotive.py │ │ ├── argoverse.py │ │ ├── argoverse2.py │ │ ├── arkit.py │ │ ├── ase.py │ │ ├── base_dataset.py │ │ ├── bdd.py │ │ ├── bedlam.py │ │ ├── behave.py │ │ ├── blendedmvg.py │ │ ├── cityscape.py │ │ ├── ddad.py │ │ ├── deep360.py │ │ ├── dense.py │ │ ├── diml.py │ │ ├── diode.py │ │ ├── dl3dv.py │ │ ├── driving_stereo.py │ │ ├── dtu_rmvd.py │ │ ├── dummy.py │ │ ├── dynamic_replica.py │ │ ├── eden.py │ │ ├── eth3d.py │ │ ├── eth3d_rmvd.py │ │ ├── facedepth.py │ │ ├── flsea.py │ │ ├── futurehouse.py │ │ ├── gibson.py │ │ ├── hammer.py │ │ ├── hm3d.py │ │ ├── hoi4d.py │ │ ├── hrwsi.py │ │ ├── hypersim.py │ │ ├── ibims.py │ │ ├── image_dataset.py │ │ ├── ken_burns.py │ │ ├── kitti.py │ │ ├── kitti360.py │ │ ├── kitti_multi.py │ │ ├── kitti_rmvd.py │ │ ├── lyft.py │ │ ├── mapillary.py │ │ ├── matrix_city.py │ │ ├── matterport3d.py │ │ ├── megadepth.py │ │ ├── megadepth_s.py │ │ ├── midair.py │ │ ├── mip.py │ │ ├── ms2.py │ │ ├── mvimgnet.py │ │ ├── mvsynth.py │ │ ├── nerds360.py │ │ ├── niantic_mapfree.py │ │ ├── nuscenes.py │ │ ├── nyuv2.py │ │ ├── oasis.py │ │ ├── pipelines │ │ │ ├── __init__.py │ │ │ ├── formating.py │ │ │ └── transforms.py │ │ ├── point_odyssey.py │ │ ├── proteus.py │ │ ├── samplers copy.py │ │ ├── samplers.py │ │ ├── scannet.py │ │ ├── scannetpp.py │ │ ├── sequence_dataset.py │ │ ├── sintel copy.py │ │ ├── sintel.py │ │ ├── sunrgbd.py │ │ ├── synscapes.py │ │ ├── tartanair.py │ │ ├── taskonomy.py │ │ ├── tat_rmvd.py │ │ ├── theo.py │ │ ├── unrealstereo4k.py │ │ ├── urbansyn.py │ │ ├── utils.py │ │ ├── utils_decode.py │ │ ├── vkitti.py │ │ ├── void.py │ │ ├── waymo.py │ │ └── wildrgbd.py │ │ ├── layers │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── attention.py │ │ ├── convnext.py │ │ ├── drop_path.py │ │ ├── layer_scale.py │ │ ├── mlp.py │ │ ├── nystrom_attention.py │ │ ├── positional_encoding.py │ │ └── upsample.py │ │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── convnext.py │ │ │ ├── convnext2.py │ │ │ ├── dinov2.py │ │ │ └── metadinov2 │ │ │ │ ├── __init__.py │ │ │ │ ├── attention.py │ │ │ │ ├── block.py │ │ │ │ ├── dino_head.py │ │ │ │ ├── drop_path.py │ │ │ │ ├── layer_scale.py │ │ │ │ ├── mlp.py │ │ │ │ ├── patch_embed.py │ │ │ │ └── swiglu_ffn.py │ │ ├── encoder.py │ │ ├── unidepthv1 │ │ │ ├── __init__.py │ │ │ ├── decoder.py │ │ │ └── unidepthv1.py │ │ └── unidepthv2 │ │ │ ├── __init__.py │ │ │ ├── decoder.py │ │ │ ├── decoder_old.py │ │ │ ├── export.py │ │ │ ├── unidepthv2.py │ │ │ └── unidepthv2_old.py │ │ ├── ops │ │ ├── __init__.py │ │ ├── extract_patches │ │ │ ├── __init__.py │ │ │ ├── compile.sh │ │ │ ├── functions │ │ │ │ ├── __init__.py │ │ │ │ └── extract_patches.py │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ └── patch_extractor.py │ │ │ ├── setup.py │ │ │ ├── src │ │ │ │ ├── cpu │ │ │ │ │ ├── extract_patches_cpu.cpp │ │ │ │ │ └── extract_patches_cpu.h │ │ │ │ ├── cuda │ │ │ │ │ ├── extract_patches_cuda.h │ │ │ │ │ ├── extract_patches_kernel.cu │ │ │ │ │ └── extract_patches_kernel.cuh │ │ │ │ ├── extract_patches.cpp │ │ │ │ └── extract_patches.h │ │ │ └── test.py │ │ ├── knn │ │ │ ├── __init__.py │ │ │ ├── compile.sh │ │ │ ├── functions │ │ │ │ ├── __init__.py │ │ │ │ └── knn.py │ │ │ ├── setup.py │ │ │ └── src │ │ │ │ ├── knn.cu │ │ │ │ ├── knn.h │ │ │ │ ├── knn_cpu.cpp │ │ │ │ ├── knn_ext.cpp │ │ │ │ └── utils │ │ │ │ ├── dispatch.cuh │ │ │ │ ├── index_utils.cuh │ │ │ │ ├── mink.cuh │ │ │ │ └── pytorch3d_cutils.h │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── arel.py │ │ │ ├── confidence.py │ │ │ ├── distill.py │ │ │ ├── dummy.py │ │ │ ├── local_ssi.py │ │ │ ├── regression.py │ │ │ ├── silog.py │ │ │ └── utils.py │ │ └── scheduler.py │ │ └── utils │ │ ├── __init__.py │ │ ├── camera.py │ │ ├── chamfer_distance.py │ │ ├── constants.py │ │ ├── coordinate.py │ │ ├── distributed.py │ │ ├── ema_torch.py │ │ ├── evaluation_depth.py │ │ ├── geometric.py │ │ ├── misc.py │ │ ├── positional_embedding.py │ │ ├── sht.py │ │ ├── validation.py │ │ └── visualization.py ├── foundationpose_preprocess.py ├── pose_refinement │ ├── .gitignore │ ├── LICENSE │ ├── Utils.py │ ├── assets │ │ ├── ar_maze_c.mp4 │ │ ├── bop.jpg │ │ ├── cvpr_review.png │ │ ├── demo.jpg │ │ ├── demo_driller.jpg │ │ ├── intro.jpg │ │ ├── robot_mustard.mp4 │ │ ├── train_data_vis.png │ │ └── ycbv_tracking_c.mp4 │ ├── build_all.sh │ ├── build_all_conda.sh │ ├── bundlesdf │ │ ├── config_linemod.yml │ │ ├── config_ycbv.yml │ │ ├── mycuda │ │ │ ├── __init__.py │ │ │ ├── bindings.cpp │ │ │ ├── common.cu │ │ │ ├── common.h │ │ │ ├── setup.py │ │ │ └── torch_ngp_grid_encoder │ │ │ │ ├── LICENSE │ │ │ │ ├── bindings.cpp │ │ │ │ ├── grid.py │ │ │ │ ├── gridencoder.cu │ │ │ │ └── gridencoder.h │ │ ├── nerf_helpers.py │ │ ├── nerf_runner.py │ │ ├── run_nerf.py │ │ └── tool.py │ ├── datareader.py │ ├── datasets │ │ ├── blender_rendering │ │ │ ├── generate_part_rendering.py │ │ │ ├── print_seg.py │ │ │ └── util.py │ │ ├── crop_inputs.py │ │ └── organize_inputs.py │ ├── docker │ │ ├── dockerfile │ │ └── run_container.sh │ ├── estimater.py │ ├── learning │ │ ├── datasets │ │ │ ├── h5_dataset.py │ │ │ └── pose_dataset.py │ │ ├── models │ │ │ ├── network_modules.py │ │ │ ├── refine_network.py │ │ │ └── score_network.py │ │ └── training │ │ │ ├── predict_pose_refine.py │ │ │ ├── predict_score.py │ │ │ └── training_config.py │ ├── mycpp │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ └── Utils.h │ │ └── src │ │ │ ├── Utils.cpp │ │ │ └── app │ │ │ └── pybind_api.cpp │ ├── offscreen_renderer.py │ ├── readme.md │ ├── requirements.txt │ ├── run_batch_test.py │ ├── run_demo.py │ ├── run_linemod.py │ └── run_ycb_video.py └── pose_selection │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── Utils.py │ ├── assets │ └── teaser.png │ ├── dinov2_pose.py │ ├── extractor.py │ ├── images │ ├── cat.jpg │ ├── ibex.jpg │ └── teaser.png │ ├── inspect_similarity.py │ └── pca.py ├── requirements_3d.txt ├── requirements_pose.txt ├── run_orientation_estimation.sh ├── run_trellis_oa.sh ├── run_wonder3d_oa.sh ├── trellis_oa ├── .github │ └── workflows │ │ └── codeql.yml ├── .gitignore ├── .gitmodules ├── CODE_OF_CONDUCT.md ├── DATASET.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── app.py ├── app_text.py ├── configs │ ├── generation │ │ ├── slat_flow_img_dit_L_64l8p2_fp16.json │ │ ├── slat_flow_txt_dit_B_64l8p2_fp16.json │ │ ├── slat_flow_txt_dit_L_64l8p2_fp16.json │ │ ├── slat_flow_txt_dit_XL_64l8p2_fp16.json │ │ ├── ss_flow_img_dit_L_16l8_fp16.json │ │ ├── ss_flow_txt_dit_B_16l8_fp16.json │ │ ├── ss_flow_txt_dit_L_16l8_fp16.json │ │ └── ss_flow_txt_dit_XL_16l8_fp16.json │ └── vae │ │ ├── slat_vae_dec_mesh_swin8_B_64l8_fp16.json │ │ ├── slat_vae_dec_rf_swin8_B_64l8_fp16.json │ │ ├── slat_vae_enc_dec_gs_swin8_B_64l8_fp16.json │ │ └── ss_vae_conv3d_16l8_fp16.json ├── dataset_toolkits │ ├── blender_script │ │ ├── io_scene_usdz.zip │ │ └── render.py │ ├── build_metadata.py │ ├── datasets │ │ ├── 3D-FUTURE.py │ │ ├── ABO.py │ │ ├── HSSD.py │ │ ├── ObjaverseXL.py │ │ └── Toys4k.py │ ├── download.py │ ├── encode_latent.py │ ├── encode_ss_latent.py │ ├── extract_feature.py │ ├── render.py │ ├── render_cond.py │ ├── setup.sh │ ├── stat_latent.py │ ├── utils.py │ └── voxelize.py ├── example.py ├── example_multi_image.py ├── example_text.py ├── example_variant.py ├── extensions │ └── vox2seq │ │ ├── benchmark.py │ │ ├── setup.py │ │ ├── src │ │ ├── api.cu │ │ ├── api.h │ │ ├── ext.cpp │ │ ├── hilbert.cu │ │ ├── hilbert.h │ │ ├── z_order.cu │ │ └── z_order.h │ │ ├── test.py │ │ └── vox2seq │ │ ├── __init__.py │ │ └── pytorch │ │ ├── __init__.py │ │ ├── default.py │ │ ├── hilbert.py │ │ └── z_order.py ├── setup.sh ├── train.py └── trellis │ ├── __init__.py │ ├── datasets │ ├── __init__.py │ ├── components.py │ ├── sparse_feat2render.py │ ├── sparse_structure.py │ ├── sparse_structure_latent.py │ ├── structured_latent.py │ └── structured_latent2render.py │ ├── models │ ├── __init__.py │ ├── sparse_elastic_mixin.py │ ├── sparse_structure_flow.py │ ├── sparse_structure_vae.py │ ├── structured_latent_flow.py │ └── structured_latent_vae │ │ ├── __init__.py │ │ ├── base.py │ │ ├── decoder_gs.py │ │ ├── decoder_mesh.py │ │ ├── decoder_rf.py │ │ └── encoder.py │ ├── modules │ ├── attention │ │ ├── __init__.py │ │ ├── full_attn.py │ │ └── modules.py │ ├── norm.py │ ├── sparse │ │ ├── __init__.py │ │ ├── attention │ │ │ ├── __init__.py │ │ │ ├── full_attn.py │ │ │ ├── modules.py │ │ │ ├── serialized_attn.py │ │ │ └── windowed_attn.py │ │ ├── basic.py │ │ ├── conv │ │ │ ├── __init__.py │ │ │ ├── conv_spconv.py │ │ │ └── conv_torchsparse.py │ │ ├── linear.py │ │ ├── nonlinearity.py │ │ ├── norm.py │ │ ├── spatial.py │ │ └── transformer │ │ │ ├── __init__.py │ │ │ ├── blocks.py │ │ │ └── modulated.py │ ├── spatial.py │ ├── transformer │ │ ├── __init__.py │ │ ├── blocks.py │ │ └── modulated.py │ └── utils.py │ ├── pipelines │ ├── __init__.py │ ├── base.py │ ├── samplers │ │ ├── __init__.py │ │ ├── base.py │ │ ├── classifier_free_guidance_mixin.py │ │ ├── flow_euler.py │ │ └── guidance_interval_mixin.py │ ├── trellis_image_to_3d.py │ └── trellis_text_to_3d.py │ ├── renderers │ ├── __init__.py │ ├── gaussian_render.py │ ├── mesh_renderer.py │ ├── octree_renderer.py │ └── sh_utils.py │ ├── representations │ ├── __init__.py │ ├── gaussian │ │ ├── __init__.py │ │ ├── gaussian_model.py │ │ └── general_utils.py │ ├── mesh │ │ ├── __init__.py │ │ ├── cube2mesh.py │ │ ├── flexicubes │ │ │ ├── DCO.txt │ │ │ ├── LICENSE.txt │ │ │ ├── README.md │ │ │ ├── examples │ │ │ │ ├── download_data.py │ │ │ │ ├── extraction.ipynb │ │ │ │ ├── loss.py │ │ │ │ ├── optimization.ipynb │ │ │ │ ├── optimize.py │ │ │ │ ├── render.py │ │ │ │ └── util.py │ │ │ ├── flexicubes.py │ │ │ ├── images │ │ │ │ ├── ablate_L_dev.jpg │ │ │ │ ├── block_final.png │ │ │ │ ├── block_init.png │ │ │ │ └── teaser_top.png │ │ │ └── tables.py │ │ └── utils_cube.py │ ├── octree │ │ ├── __init__.py │ │ └── octree_dfs.py │ └── radiance_field │ │ ├── __init__.py │ │ └── strivec.py │ ├── trainers │ ├── __init__.py │ ├── base.py │ ├── basic.py │ ├── flow_matching │ │ ├── flow_matching.py │ │ ├── mixins │ │ │ ├── classifier_free_guidance.py │ │ │ ├── image_conditioned.py │ │ │ └── text_conditioned.py │ │ └── sparse_flow_matching.py │ ├── utils.py │ └── vae │ │ ├── sparse_structure_vae.py │ │ ├── structured_latent_vae_gaussian.py │ │ ├── structured_latent_vae_mesh_dec.py │ │ └── structured_latent_vae_rf_dec.py │ └── utils │ ├── __init__.py │ ├── data_utils.py │ ├── dist_utils.py │ ├── elastic_utils.py │ ├── general_utils.py │ ├── grad_clip_utils.py │ ├── loss_utils.py │ ├── postprocessing_utils.py │ ├── random_utils.py │ └── render_utils.py └── wonder3d_oa ├── 3d_lifting ├── LICENSE ├── acc_configs │ ├── gpu1.yaml │ ├── gpu4.yaml │ ├── gpu6.yaml │ └── gpu8.yaml ├── app.py ├── convert.py ├── core │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── attention.cpython-310.pyc │ │ ├── attention.cpython-39.pyc │ │ ├── gs.cpython-310.pyc │ │ ├── gs.cpython-39.pyc │ │ ├── models.cpython-310.pyc │ │ ├── models.cpython-39.pyc │ │ ├── options.cpython-310.pyc │ │ ├── options.cpython-39.pyc │ │ ├── unet.cpython-310.pyc │ │ ├── unet.cpython-39.pyc │ │ ├── utils.cpython-310.pyc │ │ └── utils.cpython-39.pyc │ ├── attention.py │ ├── gs.py │ ├── models.py │ ├── options.py │ ├── provider_objaverse.py │ ├── unet.py │ └── utils.py ├── data_test │ ├── anya_rgba.png │ ├── bird_rgba.png │ └── catstatue_rgba.png ├── gui.py ├── infer.py ├── main.py ├── mv2mesh.py ├── mvdream │ ├── __pycache__ │ │ ├── mv_unet.cpython-310.pyc │ │ ├── mv_unet.cpython-39.pyc │ │ ├── pipeline_mvdream.cpython-310.pyc │ │ └── pipeline_mvdream.cpython-39.pyc │ ├── mv_unet.py │ └── pipeline_mvdream.py ├── readme.md ├── requirements.txt ├── rotate_lgm_glb_w_trimesh.py └── scripts │ ├── convert_all.py │ └── examples.sh └── multi_view_generation ├── .gitignore ├── 1gpu.yaml ├── 2gpu.yaml ├── 8gpu.yaml ├── LEGAL.md ├── LICENSE ├── README.md ├── README_zh.md ├── configs └── test_config.yaml ├── data_lists ├── cano_objaverse_uids_VLM.json ├── cano_objaverse_uids_v1.json ├── cano_objaverse_uids_v2.json ├── cano_objaverse_uids_v3.json ├── cano_objaverse_uids_v3_2.json ├── cano_objaverse_uids_v4_2.json ├── cano_objaverse_uids_v5_1.json ├── lvis_invalid_uids_nineviews.json ├── lvis_uids_filter_by_vertex.json ├── lvis_uids_full_final.json └── objaverse_lvis_full.json ├── distribution_test.py ├── docker ├── Dockerfile ├── README.md └── requirements.txt ├── empty_cache.py ├── example_images ├── 14_10_29_489_Tiger_1__1.png ├── 3d_lifting_test_data │ ├── 5233_seg.png │ ├── 5291_seg.png │ ├── 5375_seg.png │ ├── car_front.png │ ├── horse.png │ ├── kunkun.png │ ├── plane_1.png │ ├── plane_2.png │ ├── scene_33.png │ ├── scene_38.png │ ├── skull.png │ └── tiger-head-3d-model-obj-stl.png ├── 5233_seg.png ├── 5258_seg.png ├── 5291_seg.png ├── 5299_seg.png ├── 5375_seg.png ├── 5994_seg.png ├── box.png ├── bread.png ├── car_sideview.png ├── cat.png ├── cat_head.png ├── chili.png ├── duola.png ├── halloween.png ├── head.png ├── horse.png ├── kettle.png ├── kunkun.png ├── milk.png ├── owl.png ├── poro.png ├── pumpkin.png ├── rabbit.png ├── skull.png ├── stone.png ├── teapot.png └── tiger-head-3d-model-obj-stl.png ├── gradio_app_mv.py ├── gradio_app_recon.py ├── mvdiffusion ├── data │ ├── __pycache__ │ │ ├── base_reader.cpython-310.pyc │ │ ├── base_transformation.cpython-310.pyc │ │ ├── decode.cpython-310.pyc │ │ ├── normal_utils.cpython-310.pyc │ │ ├── normal_utils.cpython-312.pyc │ │ ├── normal_utils.cpython-39.pyc │ │ ├── objaverse_dataset.cpython-310.pyc │ │ ├── objaverse_dataset_plus.cpython-310.pyc │ │ ├── objaverse_dataset_wonder3d_plus.cpython-310.pyc │ │ ├── objaverse_dataset_wonder3d_plus_pixel.cpython-310.pyc │ │ ├── single_image_dataset.cpython-310.pyc │ │ ├── single_image_dataset.cpython-312.pyc │ │ ├── single_image_dataset.cpython-39.pyc │ │ └── zip_reader.cpython-310.pyc │ ├── base_reader.py │ ├── base_transformation.py │ ├── decode.py │ ├── fixed_poses │ │ └── nine_views │ │ │ ├── 000_back_RT.txt │ │ │ ├── 000_back_left_RT.txt │ │ │ ├── 000_back_right_RT.txt │ │ │ ├── 000_front_RT.txt │ │ │ ├── 000_front_left_RT.txt │ │ │ ├── 000_front_right_RT.txt │ │ │ ├── 000_left_RT.txt │ │ │ ├── 000_right_RT.txt │ │ │ └── 000_top_RT.txt │ ├── normal_utils.py │ ├── objaverse_dataset.py │ ├── objaverse_dataset_plus.py │ ├── single_image_dataset.py │ ├── utils │ │ ├── __pycache__ │ │ │ ├── formatting_utils.cpython-310.pyc │ │ │ └── misc.cpython-310.pyc │ │ ├── formatting_utils.py │ │ └── misc.py │ └── zip_reader.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-312.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── mapping.cpython-310.pyc │ │ ├── mapping.cpython-312.pyc │ │ ├── mapping.cpython-39.pyc │ │ ├── peft.cpython-310.pyc │ │ ├── peft.cpython-312.pyc │ │ ├── peft.cpython-39.pyc │ │ ├── transformer_mv2d.cpython-310.pyc │ │ ├── transformer_mv2d.cpython-312.pyc │ │ ├── transformer_mv2d.cpython-39.pyc │ │ ├── unet_mv2d_blocks.cpython-310.pyc │ │ ├── unet_mv2d_blocks.cpython-312.pyc │ │ ├── unet_mv2d_blocks.cpython-39.pyc │ │ ├── unet_mv2d_condition.cpython-310.pyc │ │ ├── unet_mv2d_condition.cpython-312.pyc │ │ └── unet_mv2d_condition.cpython-39.pyc │ ├── mapping.py │ ├── peft.py │ ├── transformer_mv2d.py │ ├── unet_mv2d_blocks.py │ └── unet_mv2d_condition.py └── pipelines │ ├── __pycache__ │ ├── pipeline_mvdiffusion_image.cpython-310.pyc │ ├── pipeline_mvdiffusion_image.cpython-312.pyc │ ├── pipeline_mvdiffusion_image.cpython-39.pyc │ └── pipeline_mvdiffusion_image_pixel.cpython-310.pyc │ └── pipeline_mvdiffusion_image.py ├── render_codes ├── README.md ├── blenderProc_ortho.py ├── blenderProc_persp.py ├── distributed.py ├── recog_cat.py ├── render_batch_ortho.sh ├── render_batch_persp.sh ├── render_single_ortho.sh ├── render_single_persp.sh └── requirements.txt ├── requirements.txt ├── shell ├── debug_stage1_local.sh ├── debug_stage1_webide.sh ├── train_stage1.sh ├── train_stage1_2d.sh └── train_stage1_plus.sh ├── test_mvdiffusion_seq.py └── utils ├── __pycache__ ├── misc.cpython-310.pyc ├── misc.cpython-312.pyc └── misc.cpython-39.pyc └── misc.py 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