pynif3d
pynif3d copied to clipboard
pfnet
The pixelNeRF paper will be added to the repository: https://arxiv.org/abs/2012.02190 **Tasks to be completed** - [x] Implement DTU dataset loader - [x] Implement the encoder - [x] Implement the NIF...
The installation procedure currently requires running the `post_install.bash` script in order to install `torchsearchsorted` and `torch_scatter`. These dependencies should be added to `setup.py` instead, allowing users to install PyNIF3D simply...
Implement the DTU dataset loader for the pixelNeRF paper. **Tasks to be completed** - [x] Implement the color jitter - [x] Implement the on-the-fly loading - [x] Review **Definition of...
**Describe the requested feature** Some parts of the code may not be covered with the test cases. Using a coverage tool to check missing test cases and adding relevant tests...
Integrate all the components of PixelNeRF into the pipeline. **Tasks to be completed** - [ ] Implement PixelNeRF pipeline - [ ] Add unit tests - [ ] Review **Definition...
Add helper function for pixel to camera conversion. **Tasks to be completed** - [ ] Implement the helper function - [ ] Add unit tests - [ ] Review **Definition...
The implementation of `torchsearchsorted` that is currently being used does not support multi-batch processing. A `for` loop in currently being used in NeRF training for handling a batch size larger...
**Describe the bug** When ran in different times, the tests for ray sampling functions give errors during execution with a dummy data. Check for the possible root cause. Until then,...
**Describe the requested feature** CON has several variants in terms of encoder and decoder networks, also 2D and 3D processing. This feature request aims to include all other variants of...