AgentIndex icon
AgentIndex
Meshroom logo
Meshroom
★ 13.0k
vs
atlas logo
atlas
★ 85

Meshroom vs atlas

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.; atlas: Atlas is an open-source local-first cognitive memory system that implements AGM-compliant belief revision on a property graph. It adds a propagation engine called Ripple that recomputes downstream beliefs when an upstream fact changes. The system runs entirely on your laptop and includes a hash-chained ledger, continuous ingestion from multiple sources, and API surfaces for integration.

01

TL;DR

Meshroom logo
MeshroomVision / Multimodal · ★ 13.0k

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

Read Meshroom full review →
atlas logo
atlasVision / Multimodal · ★ 85

Pricing change invalidates positioning: updating a program price triggers reassessment of all value claims that depended on the old price.

Read atlas full review →
02

Side-by-Side Comparison

Field
Meshroom logoMeshroom
atlas logoatlas
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 13.0k
★ 85
License
NOASSERTION
NOASSERTION
Install Command
git clone https://github.com/alicevision/Meshroom.git
git clone https://github.com/RichSchefren/atlas && cd atlas && docker compose up -d && python3 -m venv .venv && source .venv/bin/activate && pip install -e ".[dev]"
Updated
1d ago
3w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
3D Reconstruction, Computer Vision, Photogrammetry
agm, ai-agents, anthropic
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.
atlas logoatlas
01AGM-compliant belief revision (49/49 postulates verified)
02Ripple propagation engine for downstream belief reassessment
03Hash-chained SHA-256 ledger with tamper detection
04Continuous ingestion from 6 streams (Obsidian, Limitless, Screenpipe, etc.)
05MCP, HTTP, and gRPC API surfaces with adapters for agent runtimes
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.
atlas logoatlas
↳Pricing change invalidates positioning: updating a program price triggers reassessment of all value claims that depended on the old price.
↳Partner or person status change: a team member leaving triggers confidence drops in decisions and commitments that depended on them.
↳Deadline slips: a milestone moving weeks later triggers re-evaluation of all downstream project beliefs and contradictions.
05

Best For

Meshroom logoMeshroom
Most PopularEssentialTrending
atlas logoatlas
—
FAQ

FAQ

What is the difference between Meshroom and atlas?
Both Meshroom and atlas are in the Vision / Multimodal category. Meshroom has 13.0k stars, while atlas has 85 stars.
Which is better, Meshroom or atlas?
The best choice depends on your use case. Choose Meshroom if Transforming 2D photographs into detailed 3D models and scene geometry., and atlas if Pricing change invalidates positioning: updating a program price triggers reassessment of all value claims that depended on the old price..
Is Meshroom free or open source?
Yes, Meshroom is open source on GitHub (NOASSERTION).
Is atlas free or open source?
Yes, atlas is open source on GitHub (NOASSERTION).
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Related

Alternatives to Meshroom →Alternatives to atlas →Meshroom details →atlas details →