| - 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. | |