AgentIndex icon
AgentIndex
Meshroom logo
Meshroom
★ 13.0k
vs
kreuzberg logo
kreuzberg
★ 9.5k

Meshroom vs kreuzberg

Meshroom: Meshroom is an open-source, node-based visual programming framework designed for creating and executing complex data processing pipelines. It efficiently handles tasks like 3D reconstruction, computer vision, and machine learning, supporting both local and distributed execution with reusable cached results.; kreuzberg: Kreuzberg is a high-performance, polyglot library designed to extract text and metadata from over 57 file formats, including comprehensive OCR capabilities. Built with a Rust core, it offers native speed processing, memory efficiency, and the ability to generate embeddings without requiring a GPU, making it highly versatile for various data extraction and processing tasks.

01

TL;DR

Meshroom logo
MeshroomVision / Multimodal · ★ 13.0k

Transforming 2D photographs into detailed 3D models and scene geometry.

Read Meshroom full review →
kreuzberg logo
kreuzbergVision / Multimodal · ★ 9.5k
When to choose:
  • You are building an ingestion pipeline and need text and metadata from 57+ formats without a GPU.
  • Your stack is Rust, Python, TypeScript, Ruby, Go, Java, C#, PHP or Elixir, or you need a WebAssembly build.
  • You process multi-gigabyte files and need streaming parsers, or want custom OCR backends through plugins.
When to skip:
  • You just want an assistant to read a file in chat: a simple MCP converter is quicker to set up.
  • You need the Ruby binding on Windows: the README's table shows no Windows build for it.
  • You need the same OCR everywhere: EasyOCR and PaddleOCR are Python-only and Guten is Node.js-only.
Read kreuzberg full review →
02

Side-by-Side Comparison

Field
Meshroom logoMeshroom
kreuzberg logokreuzberg
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 13.0k
★ 9.5k
License
NOASSERTION
MIT
Install Command
git clone https://github.com/alicevision/Meshroom.git
pip install kreuzberg
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
3D Reconstruction, Computer Vision, Photogrammetry
Document Processing, Data Extraction, OCR
03

Features

Meshroom logoMeshroom
01Node-based visual programming framework for complex data pipelines.
02Supports 3D reconstruction, computer vision, and machine learning tasks.
03Efficient execution with local and distributed processing on render farms.
04Interactive 2D and 3D data viewers and visualization widgets.
05Extensible architecture with custom Python plugins and bundled vision libraries.
kreuzberg logokreuzberg
01Extensible architecture with a plugin system for custom backends and processors.
02Polyglot support with native bindings for 10+ programming languages.
03Comprehensive support for 57+ file formats across 8 categories, including Office, PDF, and images.
04Advanced OCR capabilities with multiple backends and intelligent table detection.
05High performance due to a Rust core, SIMD optimizations, and full parallelism.
04

Use Cases

Meshroom logoMeshroom
↳Transforming 2D photographs into detailed 3D models and scene geometry.
↳Developing and executing custom computer vision pipelines for tasks like image segmentation and depth estimation.
↳Georeferencing 3D reconstructions by integrating GPS data and contextual geographic information.
kreuzberg logokreuzberg
↳Automated extraction of text, metadata, and structured data from diverse document types.
↳Building intelligent document processing pipelines for data ingestion and analysis.
↳Enabling efficient search and retrieval systems for unstructured and semi-structured content.
05

Best For

Meshroom logoMeshroom
Most PopularEssentialTrending
kreuzberg logokreuzberg
EssentialTrending
FAQ

FAQ

What is the difference between Meshroom and kreuzberg?
Both Meshroom and kreuzberg are in the Vision / Multimodal category. Meshroom has 13.0k stars, while kreuzberg has 9.5k stars.
Which is better, Meshroom or kreuzberg?
The best choice depends on your use case. Choose Meshroom if Transforming 2D photographs into detailed 3D models and scene geometry., and kreuzberg if Automated extraction of text, metadata, and structured data from diverse document types..
Is Meshroom free or open source?
Yes, Meshroom is open source on GitHub (NOASSERTION).
Is kreuzberg free or open source?
Yes, kreuzberg is open source on GitHub (MIT).
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