structure.md

• configs
  • training configuration
• datasets
  • replica.py
  • scannet.py
• models
  • base.py # base abc model for sfrustum and gpnerf. should have basic interface, e.g. loss() for computing loss for training, render(), ...
  • sfrustum.py
  • gpnerf.py
• modules
  • attention.py
  • ...
• utils
  • some impl of utils, e.g. make grid for ray
• train
  • trainer.py # basic trainer for controling data loading, training loop, etc. should be general and can be used by sfrustum and gpnerf. (it accept the model param)
• evaluation
  • evaluator.py # evaluation logic. should be general and can be used by sfrustum and gpnerf. (it accept the model param)
• tests
  • all test files to use.
• scripts
  • shell scripts. can be empty for now. main.py # entry point, can be used for training or inference.