Have I Been Trained?
Search 5.8 billion images used to train AI art models
- Status
- Generally available
- Last checked
- Unverified
- License
- Proprietary
- Pricing
- Free tier
What it is
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.
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.
When it fits — and when it doesn’t
A good fit 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
Look elsewhere if
Users needing real-time image processing or generation capabilities
Developers focused on building new AI models rather than auditing existing ones
Known weaknesses
Each one links to the public issue, changelog or docs page it came from, where we have one.
- 01
Limited language support beyond Python
Primary API access is through a Python SDK, with limited official support for other languages.
- 02
Vendor lock-in due to proprietary data and algorithms
The tool relies on proprietary datasets and models that are not open-sourced or easily transferable to other platforms.
- 03
Complex setup for enterprise use cases
Setting up the environment for large-scale usage requires significant configuration, including API key management and data privacy considerations.
- 04
Performance issues with very large image datasets
Searching through the full 5.8 billion images can lead to slower response times and potential timeouts for queries.
What it does well
Searches over 5.8 billion images
Insights into AI art model training data
User-friendly interface for searching and viewing results
Pricing
- Free tier
- Yes
- Paid from
- —
- Model
- Flat rate
- Enterprise plan
- No
Pricing not independently confirmed — check the vendor’s page.
Performance benchmarks
How Fast Is It?
Set up Have I Been Trained?
Setup steps, common gotchas and what to check after 30 days.