facebookresearch / facebookresearch/pytorch3d
Octree Data Structure Support
Open
enhancement
- Dominant language
- Python
- Stars
- 10k
- Forks
- 1.5k
- PR merge metrics
- No merged PRs in 30d
Description
## 🚀 Feature
Support for Octrees based neural networks
## Motivation
Recently several research works by Wang et al. have proposed Octree-Based CNNs for various shape analysis tasks. A similar feature implementation that allows the operations over octrees could be of great benefit especially due to the reduced memory footprint that octrees allow for 3D data.
## Pitch
The current implementation exists in tensorflow only given [here](https://github.com/microsoft/O-CNN). It would great if pytorch3d too has similar features to allow the creation of octree based neural networks. Would be glad to contribute.
Contributor guide
Assessment
This issue has not been assessed yet.