Handwritten Grocery Receipts with Line-Item Transcriptions
Photograph handwritten grocery receipts and transcribe every line item, price, and total.

Mission brief
Photograph handwritten grocery receipts and transcribe every line item, price, and total.
Required fields
Every item must include all of these keys.
Quality bar
Photo must be a real handwritten grocery receipt (not printed/thermal), taken in focus, well-lit, flat or minimally curled, full receipt visible edge-to-edge in frame, JPEG/PNG at least 1200px on the long edge. No duplicate receipts (same store+date+total combo rejected on resubmission). Transcription must match handwriting exactly including abbreviations, one row per line item, prices as decimals (e.g. 3.99), totals must arithmetically reconcile with summed line items within $0.05 or a note explaining discrepancy (tax, discount). Store name and date required if legible; write 'illegible' if not. Personal info like phone numbers or loyalty card numbers must be cropped or blurred out.
Example items
img_0231.jpg|Trader Joe's|2024-03-14|[{"item":"milk","price":3.49},{"item":"eggs","price":4.29}]|7.78|0.62|8.40|USD|tax rate 8%img_0455.jpg|corner market|2024-06-02|[{"item":"bread","price":2.5},{"item":"butter","price":3.0},{"item":"apples","price":1.75}]|7.25|0.00|7.25|USD|no tax chargedimg_0782.jpg|illegible|illegible|[{"item":"detergent","price":6.99}]|6.99|0.56|7.55|USD|store logo torn off