在DataManager中,DataParser首先加载输入图像和相机数据。DataParser被设计为与任意数据格式(如COLMAP, 安装太烦了)兼容。为移动应用程序(Record3D、Polycam、KIRI引擎)和3D工具(如Metashape和Reality Capture)实现了DataParsers。一旦图像被正确加载和格式化,DataManager就会遍历数据,生成raybundle和ground truth监督。它还可...
📱 Full pipeline support (w/ Colmap, Polycam, or Record3D) for going from a video on your phone to a full 3D render. Built On Easy-to-use config system Developed byBrent Yi Library for accelerating NeRF renders Developed byRuilong Li ...
Use colmap's dev branch instead of the 3.7 branch so that colmap can work with GPU on a headless server. Otherwise running colmap will cause qt.qpa.xcb: could not connect to display error on a headless server. Set ENV TCNN_CUDA_ARCHITECTURES="80;86" so that tinycudann works A100 card...
Phase 1: COLMAP, FFmpeg, and NeRFStudio FFmpeg is used to generally process audio and video files. A more specific use case we will be using FFmpeg for is breaking up a video file into images. COLMAP will then use each image to find its the camera pose. NeRFStudio, an API implementatio...
Here you will find an implementation of four neural graphics primitives, being neural radiance fields (NeRF), signed distance functions (SDFs), neural images, and neural volumes. In each case, we train and render a MLP with multiresolution hash input encoding using the tiny-cuda-nn framework....
Install PyTorch with CUDA (this repo has been tested with CUDA 11.7 and CUDA 11.8) and tiny-cuda-nn. cuda-toolkit is required for building tiny-cuda-nn. For CUDA 11.8: pip install torch==2.1.2+cu118 torchvision==0.16.2+cu118 --extra-index-url https://download.pytorch.org/whl/cu118...
📱 Full pipeline support (w/ Colmap, Polycam, or Record3D) for going from a video on your phone to a full 3D render. Built On Easy-to-use config system Developed by Brent Yi Library for accelerating NeRF renders Developed by Ruilong Li Citation You can find a paper writeup of the fr...
📱 Full pipeline support (w/ Colmap, Polycam, or Record3D) for going from a video on your phone to a full 3D render. Built On Easy-to-use config system Developed by Brent Yi Library for accelerating NeRF renders Developed by Ruilong Li Citation You can find a paper writeup of the fr...
Using Record3D Demo video on how to run nerfstudio without using COLMAP. 💻 For Developers Creating pipelines Learn how to easily build new neural rendering pipelines by using and/or implementing new modules. Creating datasets Have a new dataset? Learn how to run it with nerfstudio. Contribu...
📱 Full pipeline support (w/ Colmap, Polycam, or Record3D) for going from a video on your phone to a full 3D render. Built On Easy-to-use config system Developed byBrent Yi Library for accelerating NeRF renders Developed byRuilong Li ...