e3d

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #ai #typescript #llm #go #golang #android #machine-learning #rust #deep-learning #linux

(★ 47)

Efficient 3D Deep Learning

e3d Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Efficient 3D Deep Learning

This repo contains our recent advances in efficient 3D point cloud understanding.

## News

**[2020-09]** We release baseline training code for SPVCNNs and MinkowskiNets in [SPVNAS](https://github.com/mit-han-lab/spvnas) repo, please have a look!

**[2020-08]** Please check out our ECCV 2020 tutorial on [AutoML for Efficient 3D Deep Learning](https://www.youtube.com/watch?v=zzJR07LMXxs), which summarizes the methods released in this codebase. We also made the hands-on tutorial available in colab.

**[2020-07]** Our [paper](https://arxiv.org/abs/2007.16100) Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution is accepted to ECCV 2020.

**[2020-03]** Our work [PVCNN](https://arxiv.org/abs/1907.03739) is deployed on MIT Driverless racing cars, please check of this [video](https://www.youtube.com/watch?v=WW9paispAW0).

**[2019-12]** We give the spotlight talk of [PVCNN](https://arxiv.org/abs/1907.03739) at NeurIPS 2019.

## Projects

- [PVCNN](https://github.com/mit-han-lab/pvcnn): Point-Voxel CNN for Efficient 3D Deep Learning
- [SPVNAS](https://github.com/mit-han-lab/spvnas): Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
- [TorchSparse](https://github.com/mit-han-lab/torchsparse): High-Performance Neural Network Library for Point Cloud Processing

e3d

e3d Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

e3d

e3d Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README