facebookresearch / facebookresearch/pytorch3d

Octree Data Structure Support

Open
#393 4 comments 5 reactions 1 assignee Claimed by @gkioxari View on GitHub
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

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.