Useful Websites

Some NeRF papers

• A curated list of awesome neural radiance fields 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
• InstantNGP
• LightningNeRF

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
• InstantNGP
• Pure Torch NGP

Data

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

Docs

• PyTorch
• PyTorch3D | Package unused for now
• PyTorch Lightning
• Effective Training Techniques - PyTorch Lightning
• Mitsuba 3
• NerfStudio | Unused package but docs contain useful info