European Patent Images from 2020 Applications

Over 18,000 patent images from more than 7,000 European patent applications filed in 2020. This curated collection supports research in image captioning, abstract reasoning, and automated document processing. The dataset was created by danaaubakirova.

Use Cases

• Train an image captioning model on over 18,000 patent images to generate descriptive text.
• Perform abstract reasoning analysis using the visual content from more than 7,000 patent applications.
• Develop automated document processing workflows for patent images filed in Europe during 2020.
• Analyze visual trends and common diagram types across European patent applications from a specific year.

Strengths

• Contains over 18,000 individual patent images.
• Sourced from more than 7,000 distinct European patent applications.
• Provides a focused temporal scope with all data from the year 2020.

Limitations

• Dataset size of 18,000 images may be limited for training large-scale vision models without augmentation.
• Geographic scope is restricted to European patent applications, limiting generalizability.
• Lacks detailed metadata or column descriptions for structured analysis beyond the images.

Provenance

Source

European patent applications.

Collection Method

Curated collection from patent filings.

Time Range

2020

Freshness

Last updated on July 10, 2024.

Geography

Europe