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Have I Been Trained?

🎨 Image & Design 📈 Analytics 🔬 Research Online · Mar 24, 2026

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Have I Been Trained? is a vital transparency tool for artists and creators, enabling them to ascertain if their visual work has been included in major datasets used to train popular AI art models like Stable Diffusion and Midjourney. Developed by Spawning AI, this service addresses growing concerns about intellectual property and data usage in the age of generative AI, offering a straightforward way for creators to understand their digital footprint within AI development. It stands out by providing clear, actionable information regarding dataset inclusion, empowering artists to make informed decisions about their work.

artist tools image copyright ai training data intellectual property data transparency image analysis creator rights stable diffusion midjourney dataset check
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24 views 0 comments Published: Oct 13, 2025 United States, US, USA, North America, North America

What It Does

The tool allows users to upload an image or provide a URL to their artwork. It then cross-references a unique identifier derived from the submitted image against hashes within extensive public datasets, such as LAION-5B, LAION-Art, and COYO-700M. The system quickly determines if the artwork, or a visually similar variant, is present in these datasets, which are foundational for training various AI image generation models.

Pricing

Pricing Type: Free
Pricing Model: Free

Pricing Plans

Free Check
Free

Free service to check if your artwork is included in major AI training datasets.

  • Image upload for checks
  • URL input for checks
  • Dataset cross-referencing
  • Results for Stable Diffusion v1, v2, v3, Midjourney v3
  • Links to Spawning.ai for protection services

Core Value Propositions

Artist Transparency

Reveals if specific artworks are included in major AI training datasets, providing creators with vital information.

Intellectual Property Awareness

Helps creators understand the extent to which their digital rights might be affected by AI model training.

Data Footprint Insight

Offers clarity on how an artist's visual work is being potentially utilized by generative AI systems.

Empowerment for Creators

Equips artists with knowledge to make informed decisions and potentially take action regarding their artwork's use.

Use Cases

Portfolio Audit for Artists

Artists check their entire body of work to identify any pieces present in AI training datasets, informing future protection strategies.

Copyright Monitoring for Photographers

Photographers verify if specific copyrighted images have been included in datasets, assisting in intellectual property management.

Pre-emptive Protection Strategy

Creators use the tool to identify their artwork's exposure before implementing proactive measures like opt-out services.

Academic Research on Datasets

Researchers analyze the origins and representation of artworks within large-scale image datasets for ethical and data sourcing studies.

Client Asset Exposure Assessment

Creative agencies evaluate the potential exposure of client brand assets to AI training models to advise on digital strategy.

Technical Features & Integration

Dataset Cross-Referencing

Checks user-submitted images against major AI training datasets including LAION-5B, LAION-Art, and COYO-700M to identify matches.

Multiple Model Coverage

Specifically identifies potential inclusion in datasets used for Stable Diffusion v1, v2, v3, and Midjourney v3, addressing popular AI models.

Flexible Image Input

Supports both direct image uploads and URL inputs, making it convenient for artists to submit their artwork for analysis.

Clear Match Identification

Provides straightforward results, indicating whether an image or a perceptually similar one has been detected within the checked datasets.

Artist Rights Advocacy

Aims to empower artists by providing crucial information about the utilization of their work in AI training, supporting informed decision-making.

Parent Company Integration

Connects users to Spawning.ai's broader suite of tools designed for artwork protection and opt-out mechanisms from AI training.

Target Audience

This tool is primarily for digital artists, illustrators, photographers, and content creators who are concerned about their visual work being used without explicit consent in AI training datasets. It also serves intellectual property rights holders and creative professionals seeking to monitor and manage their digital assets' exposure to AI models.

Frequently Asked Questions

Yes, Have I Been Trained? is completely free to use. Available plans include: Free Check.

The tool allows users to upload an image or provide a URL to their artwork. It then cross-references a unique identifier derived from the submitted image against hashes within extensive public datasets, such as LAION-5B, LAION-Art, and COYO-700M. The system quickly determines if the artwork, or a visually similar variant, is present in these datasets, which are foundational for training various AI image generation models.

Key features of Have I Been Trained? include: Dataset Cross-Referencing: Checks user-submitted images against major AI training datasets including LAION-5B, LAION-Art, and COYO-700M to identify matches.. Multiple Model Coverage: Specifically identifies potential inclusion in datasets used for Stable Diffusion v1, v2, v3, and Midjourney v3, addressing popular AI models.. Flexible Image Input: Supports both direct image uploads and URL inputs, making it convenient for artists to submit their artwork for analysis.. Clear Match Identification: Provides straightforward results, indicating whether an image or a perceptually similar one has been detected within the checked datasets.. Artist Rights Advocacy: Aims to empower artists by providing crucial information about the utilization of their work in AI training, supporting informed decision-making.. Parent Company Integration: Connects users to Spawning.ai's broader suite of tools designed for artwork protection and opt-out mechanisms from AI training..

Have I Been Trained? is best suited for This tool is primarily for digital artists, illustrators, photographers, and content creators who are concerned about their visual work being used without explicit consent in AI training datasets. It also serves intellectual property rights holders and creative professionals seeking to monitor and manage their digital assets' exposure to AI models..

Reveals if specific artworks are included in major AI training datasets, providing creators with vital information.

Helps creators understand the extent to which their digital rights might be affected by AI model training.

Offers clarity on how an artist's visual work is being potentially utilized by generative AI systems.

Equips artists with knowledge to make informed decisions and potentially take action regarding their artwork's use.

Artists check their entire body of work to identify any pieces present in AI training datasets, informing future protection strategies.

Photographers verify if specific copyrighted images have been included in datasets, assisting in intellectual property management.

Creators use the tool to identify their artwork's exposure before implementing proactive measures like opt-out services.

Researchers analyze the origins and representation of artworks within large-scale image datasets for ethical and data sourcing studies.

Creative agencies evaluate the potential exposure of client brand assets to AI training models to advise on digital strategy.

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