Have I Been Trained?
Search 5.8 billion images used to train AI art models
Pricing
Free tier
Flat rate
Adoption
→StableLicense
Proprietary
Data freshness
UnverifiedOverview
What is Have I Been Trained??
Have I Been Trained? is a tool that allows users to search through over 5.8 billion images used in the training of popular AI art models, providing insights into the data behind these models.
Key differentiator
“Have I Been Trained? stands out as a unique tool for transparency and accountability in the use of images within AI art model training datasets.”
Capability profile
Capability Radar
Honest assessment
Strengths & Weaknesses
↑ Strengths
↓ Weaknesses
Primary API access is through a Python SDK, with limited official support for other languages.
The tool relies on proprietary datasets and models that are not open-sourced or easily transferable to other platforms.
Setting up the environment for large-scale usage requires significant configuration, including API key management and data privacy considerations.
Searching through the full 5.8 billion images can lead to slower response times and potential timeouts for queries.
Fit analysis
Who is it for?
✓ Best for
Artists concerned about their work being used without consent
Researchers looking to understand the datasets behind AI art models
Transparency advocates who want to audit training data sources
✕ Not a fit for
Users needing real-time image processing or generation capabilities
Developers focused on building new AI models rather than auditing existing ones
Cost structure
Pricing
Free Tier
Available
Starts at
Freemium
Model
Flat rate
Enterprise
None
Performance benchmarks
How Fast Is It?
Ecosystem
Relationships
Integrations
Next step
Get Started with Have I Been Trained?
Step-by-step setup guide with code examples and common gotchas.