OpenGM
Discrete optimization and inference solver for factor graphs
Pricing
See website
Flat rate
Adoption
→StableLicense
Open Source
Data freshness
—Overview
What is OpenGM?
OpenGM is a powerful tool for solving discrete optimization problems using factor graph models. It supports various algorithms and can be used in computer vision tasks, among others.
Key differentiator
“OpenGM stands out with its comprehensive support for discrete optimization and inference on factor graphs, making it a versatile tool for researchers and developers working on complex problems.”
Capability profile
Strength Radar
Honest assessment
Strengths & Weaknesses
↑ Strengths
Fit analysis
Who is it for?
✓ Best for
Researchers working on discrete optimization problems who need a flexible framework for experimentation
Developers implementing computer vision algorithms that require factor graph inference
✕ Not a fit for
Projects requiring real-time performance as OpenGM may not be optimized for speed in all scenarios
Applications where the problem cannot be represented using factor graphs
Cost structure
Pricing
Free Tier
None
Starts at
See website
Model
Flat rate
Enterprise
None
Performance benchmarks
How Fast Is It?
Ecosystem
Relationships
Alternatives
Next step
Get Started with OpenGM
Step-by-step setup guide with code examples and common gotchas.