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https://github.com/nerfstudio-project/viser
Web-based 3D visualization + Python
https://github.com/nerfstudio-project/viser
python visualization web
Last synced: about 1 month ago
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Web-based 3D visualization + Python
- Host: GitHub
- URL: https://github.com/nerfstudio-project/viser
- Owner: nerfstudio-project
- License: apache-2.0
- Created: 2022-11-16T00:13:51.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-21T15:28:37.000Z (about 1 month ago)
- Last Synced: 2024-05-22T12:16:01.073Z (about 1 month ago)
- Topics: python, visualization, web
- Language: Python
- Homepage: https://viser.studio
- Size: 369 MB
- Stars: 545
- Watchers: 27
- Forks: 27
- Open Issues: 19
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Lists
- awesome-3D-gaussian-splatting - Nerfstudio Viser
README
viser
`viser` is a library for interactive 3D visualization in Python.
Features include:
- API for visualizing 3D primitives
- GUI building blocks: buttons, checkboxes, text inputs, sliders, etc.
- Scene interaction tools (clicks, selection, transform gizmos)
- Programmatic camera control and rendering
- An entirely web-based client, for easy use over SSH!
For usage and API reference, see our documentation.
## Installation
You can install `viser` with `pip`:
```bash
pip install viser
```
To include example dependencies:
```bash
pip install viser[examples]
```
After an example script is running, you can connect by navigating to the printed
URL (default: `http://localhost:8080`).
See also: our [development docs](https://viser.studio/latest/development/).
## Examples
**Point cloud visualization**
https://github.com/nerfstudio-project/viser/assets/6992947/df35c6ee-78a3-43ad-a2c7-1dddf83f7458
Source: `./examples/07_record3d_visualizer.py`
**Gaussian splatting visualization**
https://github.com/nerfstudio-project/viser/assets/6992947/c51b4871-6cc8-4987-8751-2bf186bcb1ae
Source:
[WangFeng18/3d-gaussian-splatting](https://github.com/WangFeng18/3d-gaussian-splatting)
and
[heheyas/gaussian_splatting_3d](https://github.com/heheyas/gaussian_splatting_3d).
**SMPLX visualizer**
https://github.com/nerfstudio-project/viser/assets/6992947/78ba0e09-612d-4678-abf3-beaeeffddb01
Source: `./example/08_smpl_visualizer.py`
## Acknowledgements
`viser` is heavily inspired by packages like
[Pangolin](https://github.com/stevenlovegrove/Pangolin),
[rviz](https://wiki.ros.org/rviz/),
[meshcat](https://github.com/rdeits/meshcat), and
[Gradio](https://github.com/gradio-app/gradio).
It's made possible by several open-source projects.
The web client is implemented using [React](https://react.dev/), with:
- [Vite](https://vitejs.dev/) / [Rollup](https://rollupjs.org/) for bundling
- [three.js](https://threejs.org/) via [react-three-fiber](https://github.com/pmndrs/react-three-fiber) and [drei](https://github.com/pmndrs/drei)
- [Mantine](https://mantine.dev/) for UI components
- [zustand](https://github.com/pmndrs/zustand) for state management
- [vanilla-extract](https://vanilla-extract.style/) for stylesheets
The Python API communicates via [msgpack](https://msgpack.org/index.html) and [websockets](https://websockets.readthedocs.io/en/stable/index.html).