2.5 Million Hand Drawn Illustrations
Generative AI & Computer Vision
Tags and Keywords
£60,000
About
This data product is the entire Lineartestpilot stock image portfolio, which was the largest stock illustration portfolio in the world throughout the peak of the microstock industry.
This set is comprised of 850,000 hand drawn illustrations from that single Copyright Safe source, in 3 formats: JPG, Vector and PNG.
Data Product Features
This set of 850,000 images is the full Lineartestpilot Portfolio, (not including the 348,000 looping animation video files). 2.5 Million files in total.
Distribution
Files are isolated on a transparent backdrop for Vector and PNG. JPG images are isolated on a white background.
Images are arranged into a single group on a single layer for vector files.
Created on a 4000px x 4000px artboard for consistent crisp large scale images.
They are supplied as MATCHING sets of 850000 vectors, 850000 JPG and 850000 PNG.
Metadata for Title, Description and Keywords is supplied as .CSV spreadsheets and embedded directly as IPTC metadata for the JPG and PNG files.
- Data Volume: 850000 individual images supplied as 3 sets of 850000: JPG, Vector, and PNG. With metadata.
Usage
This data product is ideal for technical testing, refinement, visual machine learning and generative AI training, especially where matching files in vector and raster format are critical.
- Application: The image sets supplied are the same, full image portfolio which is live at the major stock image agencies, and has been content approved, vetted for copyright safety, and successfully implemented for ethical machine learning development by Canva, Getty Images, Shutterstock and Adobe.
This image portfolio is now available for machine learning and educational institutions, and you will find the same files, quality and consistency here.
Coverage
Various isolated elements and characters. See sample sheet for preview.
- Content Themes: Various isolated elements and characters. See sample sheet for preview.
- Content Styles: Original illustrations made by a human being with an aesthetic ranging from doodles to exacting linework.
License
CC-BY-NC
AI Training Rights
Licensee is granted a non-exclusive, worldwide, and perpetual right to:
- Use the Data Product to train, fine-tune, and evaluate machine learning models, including large language models.
- Incorporate Data Product content into models and commercialize resulting model outputs.
- Create derivative works (model weights, embeddings, etc.) for any lawful purpose.
Restrictions:
- The Data Product itself may not be sold, redistributed, or shared outside of licensed usage.
- Licensee must comply with all applicable laws, including data protection and privacy regulations.
Who Can Use It
List examples of intended users and their use cases:
- Data Scientists: For training machine learning models.
- Researchers: For academic or scientific studies.
- Businesses: For analysis, insights, or AI development.
Need a different file format? Just let us know and we'll list it if possible.
If you find this image set useful and would like further resources to develop, we also offer an animated set of 348,000 MP4 developed from the same image portfolio.
If you are interested in other licencing opportunities, buying exclusive, total or data and image resale rights to the full portfolio please get in touch.
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£60,000
Download Dataset in IMAGE Format
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