Invoice Images and Text Extracted via Google OCR

A dataset hosted on HuggingFace by amaye15, last updated on April 22, 2024. The title suggests it contains invoice images and the text extracted from them using Google's Optical Character Recognition technology. The specific scale, file formats, and column structure are not detailed in the available metadata.

Use Cases

• Train an OCR model to recognize invoice layouts and text (inferred from domain, verify after download)
• Fine-tune a named entity recognition model to extract key fields like dates and totals (inferred from domain, verify after download)
• Benchmark document understanding pipelines against a real-world document type (inferred from domain, verify after download)

Strengths

• Published on the HuggingFace platform, facilitating access and versioning.
• Last update timestamp (2024-04-22 17:25:41) is provided.

Limitations

• Metadata is minimal; actual content, scale, and structure require 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 invoices processed.

Provenance

Source

huggingface

Collection Method

Likely involves processing invoice images with Google OCR, but the specific gathering method is not detailed.

Time Range

null

Freshness

Last updated 2024-04-22 17:25:41; freshness should be verified.

Geography

null