Itemized Restaurant Bills (25,000 photos)

Itemized Restaurant Bills (25,000 photos)

IMAGE

COMMERCIAL

RAW

Flatten the bill, photograph it from directly above with the itemized lines and the total in frame, upload; card-payment slips with no items, cropped shots and illegible prints are sent back. The contributor base is global, so expect street-food stalls alongside chain restaurants, hotel bars and European cafes, with handwritten additions, service charges, local tax lines and totals in whatever currency the contributor was paying in. No field annotations are included. Hospitality bills have more layout variance than retail receipts and public coverage outside the US is thin, which makes this the harder extension of the retail receipt set for key information extraction.

Volume

25,000+

Photos

Contributors

1,000+

Regions

100+ countries

Updated

Technical specs

Technical specs

What’s in the collection and how it’s delivered.

Data modality

Images

Annotated

Raw (no labels)

Exclusivity

Non-exclusive rights

Capture tool

Phone camera (in app)

Use cases

Line-item extraction from hospitality bills, receipt OCR on irregular layouts, expense automation

Format

JPG / PNG / HEIC

Resolution

Native phone camera resolution (JPG, PNG, HEIC)

Total volume

25,000+ photos (approx. 75 GB)

Regions

100+ countries

Purity level

99%+ passed QA review

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this dataset?

Ready to test
this dataset?

Get a sample set to evaluate, or talk to our data team about volume, exclusivity, and custom collection.

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