├── .gitignore ├── LICENSE ├── README.md ├── activation.py ├── benchmark ├── astronaut-horse │ └── image.jpg ├── benchmark.json ├── cat-sing │ └── image.jpg ├── cat-wave │ └── image.jpg ├── chimpanzee-accordion │ └── image.jpg ├── crab-crawl │ └── image.jpg ├── crocodile-drum │ └── image.jpg ├── eagle-fly │ └── image.jpg ├── fish │ └── image.jpg ├── flag-wave │ └── image.jpg ├── fox-game │ └── image.jpg ├── kangaroo-accordion │ └── image.jpg ├── lighting-candle │ └── image.jpg ├── lion-roar │ └── image.jpg ├── messi │ └── image.jpg ├── monkey-bike │ └── image.jpg ├── panda-dance │ └── image.jpg ├── readme.md ├── robot-laptop │ └── image.jpg ├── rose-flowerpot │ └── image.jpg ├── skeleton-wine │ └── image.jpg ├── space-shuttle │ └── image.jpg ├── squirrel-nut │ └── image.jpg ├── squirrel-saxophone │ └── image.jpg ├── tiger-guitar │ └── image.jpg └── tiger-violin │ └── image.jpg ├── controlnet └── stable_diffusion_controlnet_img2img.py ├── data ├── astronaut-horse │ ├── depth.png │ ├── image.jpg │ ├── learned_embeds.bin │ └── rgba.png ├── fox-game │ ├── depth.png │ ├── image.jpg │ ├── learned_embeds.bin │ └── rgba.png ├── panda-dance │ ├── depth.png │ ├── image.jpg │ ├── learned_embeds.bin │ └── rgba.png ├── space-shuttle │ ├── depth.png │ ├── image.jpg │ ├── learned_embeds.bin │ └── rgba.png └── tiger-guitar │ ├── depth.png │ ├── image.jpg │ ├── learned_embeds.bin │ └── rgba.png ├── dnerf ├── network_4dgrid.py ├── provider.py ├── renderer.py └── utils.py ├── dnnultis ├── REAMD.me ├── __init__.py └── log │ ├── __init__.py │ ├── logger.py │ └── wandb.py ├── dpt.py ├── encoding.py ├── freqencoder ├── __init__.py ├── backend.py ├── freq.py ├── setup.py └── src │ ├── bindings.cpp │ ├── freqencoder.cu │ └── freqencoder.h ├── gradio_app.py ├── gridencoder ├── __init__.py ├── backend.py ├── grid.py ├── setup.py └── src │ ├── bindings.cpp │ ├── gridencoder.cu │ └── gridencoder.h ├── guidance ├── clip_utils.py ├── cn_utils.py ├── if_utils.py ├── sd_utils.py ├── shape_utils.py └── zero123_diffusers_utils.py ├── install.sh ├── main.py ├── meshutils.py ├── midas ├── __init__.py ├── backbones │ ├── beit.py │ ├── levit.py │ ├── next_vit.py │ ├── swin.py │ ├── swin2.py │ ├── swin_common.py │ ├── utils.py │ └── vit.py ├── base_model.py ├── blocks.py ├── dpt_depth.py ├── midas_net.py ├── midas_net_custom.py ├── model_loader.py └── transforms.py ├── nerf ├── clip.py ├── gui.py ├── network.py ├── network_grid.py ├── network_grid_taichi.py ├── network_grid_tcnn.py ├── provider.py ├── renderer.py └── utils.py ├── optimizer.py ├── preprocess_image.py ├── raymarching ├── __init__.py ├── backend.py ├── raymarching.py ├── setup.py └── src │ ├── bindings.cpp │ ├── raymarching.cu │ └── raymarching.h ├── render ├── light.py ├── material.py ├── mesh.py ├── mlptexture.py ├── obj.py ├── regularizer.py ├── render.py ├── renderutils │ ├── __init__.py │ ├── bsdf.py │ ├── c_src │ │ ├── bsdf.cu │ │ ├── bsdf.h │ │ ├── common.cpp │ │ ├── common.h │ │ ├── cubemap.cu │ │ ├── cubemap.h │ │ ├── loss.cu │ │ ├── loss.h │ │ ├── mesh.cu │ │ ├── mesh.h │ │ ├── normal.cu │ │ ├── normal.h │ │ ├── tensor.h │ │ ├── torch_bindings.cpp │ │ ├── vec3f.h │ │ └── vec4f.h │ ├── loss.py │ ├── ops.py │ └── tests │ │ ├── test_bsdf.py │ │ ├── test_cubemap.py │ │ ├── test_loss.py │ │ ├── test_mesh.py │ │ └── test_perf.py ├── texture.py └── util.py ├── requirements.txt ├── scripts ├── animate124 │ ├── run-cn.sh │ ├── run-dynamic.sh │ └── run-static.sh ├── install_ext.sh ├── run_data │ ├── run_astronaut_horse.sh │ ├── run_fox_game.sh │ ├── run_panda.sh │ ├── run_space_shuttle.sh │ └── run_tiger_guitar.sh └── textual_inversion │ └── textual_inversion_sd.sh ├── shencoder ├── __init__.py ├── backend.py ├── setup.py ├── sphere_harmonics.py └── src │ ├── bindings.cpp │ ├── shencoder.cu │ └── shencoder.h ├── taichi_modules ├── __init__.py ├── hash_encoder.py ├── intersection.py ├── ray_march.py ├── utils.py ├── volume_render_test.py └── volume_train.py ├── taming ├── lr_scheduler.py ├── models │ 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