/py3d-demo

py3d-demo

To get up and running with PyTorch 3D

  • Install Detectron2
python -m pip install 'git+https://github.com/facebookresearch/detectron2.git'
  • Install PyTorch3D
pip install 'git+https://github.com/facebookresearch/pytorch3d.git'
  • Install optimizing static compiler
pip install -U cython
  • Install dependency
pip install "git+https://github.com/philferriere/cocoapi.git#egg=pycocotools&subdirectory=PythonAPI"
  • Clone MeshR-CNN Repo
git clone https://github.com/facebookresearch/meshrcnn.git
  • Change directory to downloaded repo
cd meshrcnn
  • Install packages needed by meshrcnn
pip install -e .

  • Place image with object in meshrcnn/demo directory

  • Extract mesh

python demo/demo.py --config-file configs/pix3d/meshrcnn_R50_FPN.yaml --input demo/table.jpg --output output_demo --onlyhighest MODEL.WEIGHTS meshrcnn://meshrcnn_R50.pth