Have I Been Trained?
Check if your image has been used to train popular AI art models.
What is Have I Been Trained??
Have I Been Trained is a web-based tool that helps creators and copyright holders determine whether their images have been used in training datasets for popular AI image generation models. By uploading an image or providing a URL, users can check if their work appears in the training data of major generative AI models like Stable Diffusion, DALL-E, and Midjourney. This tool addresses growing concerns about AI model training practices and data governance in generative AI. It's particularly valuable for artists, photographers, and content creators who want transparency about how their work may have been used to develop AI systems. The service operates on a freemium model, allowing users to run basic checks for free while offering premium features for more thorough analysis.
Key Features
Image upload and URL checking
Submit images directly or provide URLs to check against training datasets
Multi-model coverage
Search across training data from popular AI art generation models
Batch processing
Premium feature allowing users to check multiple images at once
Detailed match reports
View specific information about where and how images were used in training data
API access
Available for developers and organizations needing programmatic access
Historical tracking
Monitor whether images have been included in updated model versions over time
Pros & Cons
Advantages
- Addresses important transparency and copyright concerns in the AI industry
- User-friendly interface requiring no technical expertise to check images
- Freemium model makes basic functionality accessible to all users
- Provides creators with concrete data about their work's use in AI training
- Supports data governance and informed decision-making for content creators
Limitations
- Coverage limited to popular models only, may not detect use in proprietary or niche AI systems
- Results dependent on dataset documentation availability, which varies by model creator
- Premium features required for batch processing and advanced analysis features
Use Cases
Artists and photographers verifying whether their work was used without consent in AI training
Content creators researching AI model training practices for licensing negotiations
Legal teams investigating copyright infringement claims related to AI model development
Organizations conducting data governance audits and understanding their digital footprint
Researchers studying AI training data composition and ethical practices in machine learning