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guanyingc/pytorch3d_render_colmap

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Render COLMAP reconstructed Model with Pytorch3D

Dependencies

  • PyTorch
  • PyTorch3D
  • opencv-python
  • pillow
  • IPython

Data

Real Data

data_colmap/
├── images/
 └── *.jpg
├── meshed-delaunay.obj
└── sparse
 ├── cameras.bin
 ├── images.bin
 └── points3D.bin
The `sparse/` and `images/` are from the dense reconstruction stage of colmap.
images.mp4

Synthetic Data

The synthetic cow model used in the pytorch3d document.

Get Started

# Render depth and normal map of a reconstructed mesh using a colmap camera
python render_colmap_mesh.py
# Render a simple cow mesh
python render_colmap_mesh.py --debug

Can also see the 知乎文章:PyTorch3D渲染COLMAP重建的物体 and Jupyter Notebook.

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Render COLMAP reconstructed Model with Pytorch3D

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