├── .editorconfig ├── .github └── workflows │ └── pre-commit.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── DOCUMENTATION.md ├── LICENSE ├── README.md ├── assets ├── Interactive3d.jpg ├── arc.png ├── config.json ├── interactive3d.png └── results.png ├── configs ├── control4d-static.yaml ├── dreamfusion-if.yaml ├── dreamfusion-sd.yaml ├── experimental │ ├── co3d-imagecondition.yaml │ ├── imagecondition.yaml │ ├── imagecondition_zero123nerf.yaml │ └── imagecondition_zero123nerf_refine.yaml ├── fantasia3d-texture.yaml ├── fantasia3d.yaml ├── fit_gs.yaml ├── gaussian_splatting.yaml ├── geo_refine.yaml ├── gradio │ ├── dreamfusion-if.yaml │ ├── dreamfusion-sd.yaml │ ├── fantasia3d.yaml │ ├── latentnerf.yaml │ ├── sjc.yaml │ └── textmesh-if.yaml ├── instructnerf2nerf.yaml ├── interested_refine.yaml ├── interested_refine_pixart.yaml ├── latentnerf-refine.yaml ├── latentnerf.yaml ├── magic123-coarse-sd.yaml ├── magic3d-coarse-if.yaml ├── magic3d-coarse-sd.yaml ├── magic3d-refine-sd.yaml ├── mvdream-sd21-gaussian.yaml ├── mvdream-sd21-shading.yaml ├── mvdream-sd21.yaml ├── post_geo_refine.yaml ├── prolificdreamer-geometry-from.yaml ├── prolificdreamer-geometry.yaml ├── prolificdreamer-patch.yaml ├── prolificdreamer-scene.yaml ├── prolificdreamer-texture.yaml ├── prolificdreamer.yaml ├── sjc.yaml ├── sketchshape-refine.yaml ├── sketchshape.yaml ├── textmesh-if.yaml ├── zero123-geometry.yaml ├── zero123.yaml └── zero123_64.yaml ├── docker ├── Dockerfile └── compose.yaml ├── docs └── installation.md ├── extern ├── MVDream │ ├── .gitignore │ ├── LICENSE-CODE │ ├── README.md │ ├── mvdream │ │ ├── __init__.py │ │ ├── camera_utils.py │ │ ├── configs │ │ │ ├── sd-v1.yaml │ │ │ └── sd-v2-base.yaml │ │ ├── ldm │ │ │ ├── __init__.py │ │ │ ├── interface.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── autoencoder.py │ │ │ │ └── diffusion │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── ddim.py │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ ├── attention.py │ │ │ │ ├── diffusionmodules │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── model.py │ │ │ │ │ ├── openaimodel.py │ │ │ │ │ └── util.py │ │ │ │ ├── distributions │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── distributions.py │ │ │ │ ├── ema.py │ │ │ │ └── encoders │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── modules.py │ │ │ └── util.py │ │ └── model_zoo.py │ ├── requirements.txt │ ├── scripts │ │ ├── gradio_app.py │ │ └── t2i.py │ └── setup.py ├── ldm_zero123 │ ├── extras.py │ ├── guidance.py │ ├── lr_scheduler.py │ ├── models │ │ ├── autoencoder.py │ │ └── diffusion │ │ │ ├── __init__.py │ │ │ ├── classifier.py │ │ │ ├── ddim.py │ │ │ ├── ddpm.py │ │ │ ├── plms.py │ │ │ └── sampling_util.py │ ├── modules │ │ ├── attention.py │ │ ├── diffusionmodules │ │ │ ├── __init__.py │ │ │ ├── model.py │ │ │ ├── openaimodel.py │ │ │ └── util.py │ │ ├── distributions │ │ │ ├── __init__.py │ │ │ └── distributions.py │ │ ├── ema.py │ │ ├── encoders │ │ │ ├── __init__.py │ │ │ └── modules.py │ │ ├── evaluate │ │ │ ├── adm_evaluator.py │ │ │ ├── evaluate_perceptualsim.py │ │ │ ├── frechet_video_distance.py │ │ │ ├── ssim.py │ │ │ └── torch_frechet_video_distance.py │ │ ├── image_degradation │ │ │ ├── __init__.py │ │ │ ├── bsrgan.py │ │ │ ├── bsrgan_light.py │ │ │ └── utils_image.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── contperceptual.py │ │ │ └── vqperceptual.py │ │ └── x_transformer.py │ ├── thirdp │ │ └── psp │ │ │ ├── helpers.py │ │ │ ├── id_loss.py │ │ │ └── model_irse.py │ └── util.py └── zero123.py ├── gradio_app.py ├── keyboard.py ├── launch.py ├── requirements-dev.txt ├── requirements.txt ├── threestudio ├── __init__.py ├── data │ ├── __init__.py │ ├── co3d.py │ ├── edit_multiview.py │ ├── edit_multiview_gs.py │ ├── image.py │ ├── multiview.py │ └── uncond.py ├── models │ ├── __init__.py │ ├── background │ │ ├── __init__.py │ │ ├── base.py │ │ ├── neural_environment_map_background.py │ │ ├── solid_color_background.py │ │ └── textured_background.py │ ├── exporters │ │ ├── __init__.py │ │ ├── base.py │ │ └── mesh_exporter.py │ ├── geometry │ │ ├── __init__.py │ │ ├── base.py │ │ ├── gaussian.py │ │ ├── implicit_sdf.py │ │ ├── implicit_volume.py │ │ ├── implicit_volume_edit.py │ │ ├── tetrahedra_sdf_grid.py │ │ └── volume_grid.py │ ├── guidance │ │ ├── __init__.py │ │ ├── controlnet_guidance.py │ │ ├── deep_floyd_guidance.py │ │ ├── deep_floyd_guidance_stage2.py │ │ ├── instructpix2pix_guidance.py │ │ ├── multiview_diffusion_guidance.py │ │ ├── pixart_guidance.py │ │ ├── stable_diffusion_guidance.py │ │ ├── stable_diffusion_unified_guidance.py │ │ ├── stable_diffusion_vsd_guidance.py │ │ ├── zero123_guidance.py │ │ └── zero123_unified_guidance.py │ ├── isosurface.py │ ├── materials │ │ ├── __init__.py │ │ ├── base.py │ │ ├── diffuse_with_point_light_material.py │ │ ├── hybrid_rgb_latent_material.py │ │ ├── neural_radiance_material.py │ │ ├── no_material.py │ │ ├── no_material_backup.py │ │ ├── pbr_material.py │ │ └── sd_latent_adapter_material.py │ ├── mesh.py │ ├── networks.py │ ├── prompt_processors │ │ ├── __init__.py │ │ ├── base.py │ │ ├── deepfloyd_prompt_processor.py │ │ ├── dummy_prompt_processor.py │ │ ├── pixart_prompt_processor.py │ │ └── stable_diffusion_prompt_processor.py │ └── renderers │ │ ├── __init__.py │ │ ├── base.py │ │ ├── deferred_volume_renderer.py │ │ ├── diff_gaussian_rasterizer.py │ │ ├── gan_volume_renderer.py │ │ ├── gsgen_renderer.py │ │ ├── magic123_renderer.py │ │ ├── nerf_volume_renderer.py │ │ ├── neus_volume_renderer.py │ │ ├── nvdiff_rasterizer.py │ │ ├── patch_renderer.py │ │ └── threestudio_renderer.py ├── scripts │ ├── make_training_vid.py │ ├── run_gaussian.py │ ├── run_zero123.sh │ ├── run_zero123_comparison.sh │ ├── run_zero123_phase.sh │ ├── run_zero123_phase2.sh │ ├── run_zero123_sbatch.py │ ├── zero123_demo.py │ └── zero123_sbatch.sh ├── systems │ ├── __init__.py │ ├── base.py │ ├── control4d_multiview.py │ ├── dreamfusion.py │ ├── fantasia3d.py │ ├── gaussian_splatting.py │ ├── imagedreamfusion.py │ 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