Document Images of Invoices and Receipts for Optical Character Recognition

A collection of document images likely containing invoices and receipts intended for Optical Character Recognition (OCR) tasks. The dataset is hosted on Kaggle, but its specific scale, creation details, and update history are not provided in the available metadata. The content and structure must be verified after download.

Use Cases

• Training an OCR model to extract text from structured financial documents (inferred from domain, verify after download)
• Building a pipeline to parse key-value pairs like dates and totals from receipts (inferred from domain, verify after download)
• Fine-tuning a document classification model to distinguish between invoice and receipt types (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a platform with an active community for data science projects.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, file formats, and column definitions are unknown, which limits suitability assessment.
• Data may reflect source or formatting bias inherent to the specific documents collected.

Provenance

Source

Kaggle