Simple interactive visualization of 3D point clouds
Project description
cloudglancer
Simple interactive visualization of 3D point clouds using Plotly.
Features
- Interactive 3D scatter plots with pan, zoom, and rotation
- Support for categorical and continuous color mapping
- Combine multiple plots into subplot grids
- Easy-to-use API with sensible defaults
- Type hints for better IDE support
- Plot batched point clouds (B, N, 3)
- Export a rotating turntable GIF of any figure
Installation
pip install cloudglancer
Quick Start
import numpy as np
import cloudglancer as cg
# Generate random 3D points
points = np.random.randn(500, 3)
# Create and display the plot
cg.plot(points, title="My Point Cloud", size=2.0).show()
Export a rotating GIF of the same figure:
fig = cg.plot(points, size=2.0)
cg.animate(fig, "rotation.gif", axis="z", n_frames=60)
More examples are in the examples folder.
Development Installation
Clone the repository and install in editable mode:
git clone https://github.com/yourusername/cloudglancer.git
cd cloudglancer
python -m venv venv
source venv/bin/activate
pip install -e .
Install with Development Dependencies
pip install -e ".[dev]"
Requirements
- Python >= 3.9
- plotly >= 5.0.0
- pandas >= 2.0.0
- numpy >= 1.24.0
Building the Package
pip install build
python -m build
This will create both wheel and source distributions in the dist/ directory.
Deploy to PyPi
twine upload --verbose dist/*
License
MIT License - see LICENSE file for details.
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
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