Useful Websites

Some NeRF papers

• NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
• Important Pixels Sampling for NeRF Training Based on Edge Values and Squared Errors Between the Ground Truth and the Estimated Colors

NeRF in practice

• Medium - NeRF Tutorial in 100 lines of PyTorch code
• The Annotated NeRF – Training on Custom Dataset from Scratch in Pytorch
• nerf-pytorch.git
• Tiny NeRF
• A pytorch-lightning reimplementation of NeRF

Data

• Original NeRF paper's data
• Google Scanned Objects
• OmniObject3d

Docs

• PyTorch
• PyTorch3D | Package unused for now
• PyTorch Lightning
• Effective Training Techniques - PyTorch Lightning
• Blender Python API
  • Building Blender on Windows
  • Python Module Building