Project Title

Meshroom — Open-Source Node-Based Visual Programming Toolbox for 3D Reconstruction

Overview

Meshroom is an open-source, node-based visual programming framework designed for creating, managing, and executing complex data processing pipelines, particularly for 3D reconstruction. It stands out for its nodal system, which allows for efficient parallel processing and interactive visualization of images and 3D data.

Key Features

Node-Based Workflow: Efficiently manage complex data processing pipelines with a nodal system.
Local and Distributed Execution: Supports both local and distributed computation, making it suitable for render farms.
Interactive Visualization: Includes widgets for visualizing images and 3D data.
Custom Plugins: Extend Meshroom's capabilities by creating custom nodes in Python or integrating external command-line tools.

Use Cases

3D Modeling: Transforms collections of 2D photographs into detailed 3D models.
Computer Vision: Utilizes state-of-the-art algorithms for image analysis and understanding.
Machine Learning: Integrates machine learning tasks into data processing pipelines.

Advantages

Flexibility: Easily customize and manage complex workflows with a nodal system.
Efficiency: Minimizes unnecessary computation by reusing cached results.
Scalability: Supports both local and distributed processing, making it suitable for large-scale projects.

Limitations / Considerations

Learning Curve: May require time to understand the node-based system for new users.
Plugin Development: Custom plugin development may require knowledge of Python or external tool integration.

OpenMVG: A computer vision library focusing on multi-view geometry, but without the node-based interface of Meshroom.
PMVS: A patch-based multi-view stereo software for 3D reconstruction, differing in its approach compared to Meshroom's visual programming framework.
COLMAP: A general-purpose Structure-from-Motion and Multi-View Stereo pipeline, which offers a different workflow compared to Meshroom's visual programming approach.

Basic Information

GitHub: https://github.com/alicevision/Meshroom
Stars: 12,124
License: Unknown
Last Commit: 2025-08-20

📊 Project Information

Project Name: Meshroom
GitHub URL: https://github.com/alicevision/Meshroom
Programming Language: QML
⭐ Stars: 12,124
🍴 Forks: 1,155
📅 Created: 2015-04-22
🔄 Last Updated: 2025-08-20

🏷️ Project Topics

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📚 Documentation

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Meshroom

Project Description