基于神经渲染的自动化三维重建API

step 01: colmap config

参考链接：http://colmap.github.io/

a. dependency packages install

$ sh apt_install.sh

b. ceres-solver-1.14.0 install

$ git clone git@git.moviebook.cn:li.xiang/ceres-solver-1.14.0.git
$ cd ceres-solver-1.14.0
$ mkdir build
$ cd build
$ cmake ..
$ make -j8
$ make install

c. colmap-3.8 install

$ git clone git@git.moviebook.cn:li.xiang/colmap-3.8.git
$ cd colmap-3.8
$ git checkout dev
$ mkdir build
$ cd build
$ cmake ..
$ make -j8
$ make install
$ colmap -h

step 02: NeuS_Texture config

$ conda create -n neus_texture python=3.8
$ conda activate neus_texture
$ pip install torch==1.8.1+cu111 torchvision==0.9.1+cu111 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
$ pip install -r requirements.txt
$ pip install ninja imageio PyOpenGL glfw xatlas gdown
$ pip install git+https://github.com/NVlabs/nvdiffrast/
$ pip install --global-option="--no-networks" git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch
$ imageio_download_bin freeimage

step 03: API start

$ git clone https://github.com/XiangL-Xr/NeuS_Texture.git
$ pip install flask
$ cd NeuS_Texture
$ python api_runner_v0.1.py