Have I Been Trained?
Search AI training datasets and opt out of future model training
About Have I Been Trained?
Have I Been Trained is a free search tool built by Spawning AI that lets artists, photographers, and creators check whether their images appear in the LAION-5B dataset used to train popular AI image generators like Stable Diffusion. Users can also add their work to the Do Not Train registry to opt out of future AI model training.
Pros & Cons
Pros
- Completely free to use for all creators
- Searches the massive LAION-5B dataset of 5.85 billion images
- Simple and intuitive interface for both keyword and image search
- Do Not Train registry provides a standardized opt-out mechanism
- Supports both individual image and domain-level protection
Cons
- Cannot remove images already used in trained models, only prevents future use
- Opt-out effectiveness depends on AI companies voluntarily respecting the registry
- Limited to LAION-5B and Books3 datasets, does not cover all training data sources
- Search results can be slow for large queries
Key Features
Image Search in LAION-5B
Search through 5.85 billion images in the LAION-5B dataset by keyword or by uploading an image to find matches
Do Not Train Registry
Add your images or entire domains to a public registry that signals AI model trainers to exclude your work from future training
Books3 Dataset Search
Authors can search the Books3 text dataset to check if their written works were included in AI training data
Image Upload Search
Upload your own images to find visually similar matches in the training dataset using reverse image search
Domain-Level Opt-Out
Register entire domains for opt-out, protecting all images hosted on your website from future AI training
Source.Plus Integration
Connected to Spawning's Source.Plus marketplace for searching, curating, and enriching consented media collections for AI training
Pricing
- Search LAION-5B dataset
- Image upload search
- Do Not Train registry
- Books3 dataset search
- Domain-level opt-out
Best For
Artist Portfolio Protection
Visual artists and illustrators can check if their artwork was scraped into AI training datasets and opt out of future use
Photography Rights Management
Photographers can search for their images in AI training data and register their domains to protect future uploads
Author Content Verification
Writers and authors can search the Books3 dataset to check if their published works were included in language model training
Creative Agency Compliance
Agencies managing creative assets can audit whether client work has been used in AI training and take protective measures
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