A package for 3D mesh processing and analysis
Project description
Mesh Processing Tools
A Python package for 3D mesh processing and analysis, offering a suite of tools for loading, analyzing, simplifying, and computing properties of 3D meshes.
Features
- Mesh loading and analysis
- Mesh simplification
- Curvature calculation
- Signed Distance Field (SDF) computation
- Comprehensive error handling
Installation
You can install Mesh Processing Tools using pip:
pip install jp-mesh-processing
Quick Start
To use the package, you can import the necessary functions and classes from the mesh_processing module.
from jp_mesh_processing import load_mesh, analyze_mesh, simplify_mesh, calculate_mesh_curvature, compute_sdf_mesh_to_sdf
# Example usage
mesh = load_mesh("path/to/your/mesh.obj")
analysis = analyze_mesh(mesh)
simplified_mesh = simplify_mesh(mesh, 0.5)
curvatures = calculate_mesh_curvature(mesh)
sdf = compute_sdf_mesh_to_sdf(mesh, 64)
TODO
- Implement better testing for SDF computation with various parameter inputs
- Replace 'skull.obj' with a licensed 3D model from custom assets.jeevanpillay.com
- Integrate documentation and visualization into a web application:
- Set up apps/www website for project documentation
- Develop web-based visualization for mesh and SDF converted files
- Ensure fast and easy access to visualizations and documentation
- Review and update dependencies:
- Remove unused dependencies from requirements.txt and setup files
- Verify the necessity of 'rtree' and remove if unused
- Ensure 'pymeshlab' and 'pyvista' are properly utilized in the codebase
- Pylint & Pytest Integration
License
This project is licensed under the MIT License. See the LICENSE file for more details.
Project details
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