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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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