https://github.com/tchaton/torch-points3d-templates

Implement simple template for torch-points3d
https://github.com/tchaton/torch-points3d-templates

Last synced: 6 months ago
JSON representation

Implement simple template for torch-points3d

• Host: GitHub
• URL: https://github.com/tchaton/torch-points3d-templates
• Owner: tchaton
• Created: 2020-05-08T14:07:28.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2020-05-09T13:47:26.000Z (about 6 years ago)
• Last Synced: 2025-01-21T03:24:51.504Z (over 1 year ago)
• Language: Dockerfile
• Size: 78.1 KB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Templates collection for torch-points3

## Setup

Install the dependencies with poetry

```

pip install poetry

poetry install

poetry shell

```

## Pytorch Lighthing

This script runs a `point cloud classifier` with several bakcbones on ModelNet under `100 lines`.

The bakcbones are `"kpconv", "pointnet2", "rsconv"`

```

poetry run python3 examples/pytorch-lightning/main.py kpconv

```

## FastAI

This script runs a `point cloud Unet segmentation model` with several bakcbones on Shapenet under `100 lines`.

The bakcbones are `"kpconv", "pointnet2", "rsconv"`

```

poetry run python3 examples/fastai/main.py rsconv

```