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[ "1", "CHOCO", "CUSTARD", "PASTRY", "12,000", "1", "CARAMEL", "PASTRY", "12,000", "TOTAL", "24,000", "CASH", "30,000", "CHANGE", "6,000" ]
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92
[ "ORIGINAL", "12,000", "APPLE", "CINN", "13,000", "TL", "25,000", "CASH", "25,000" ]
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93
[ "TOTAL", "85,000", "CASH", "100,000", "CHANGE", "15,000", "1", "NUMER", "CANDLE", "NO.1", "10,000", "1", "NUMER", "CANDLE", "NO.2", "10,000", "2", "GANACHE", "MOUSSE", "PIECE", "65,000" ]
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94
[ "4002-Chocolate", "Orange", "Peel", "19.000", "x2", "38.000", "6001-Plastic", "Bag", "Small", "0", "x1", "0", "Total.", "38.000", "Cash", "Tendered:", "50.000", "Change:", "12.000", "Total", "Item:", "3" ]
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[ 3, 3, 3, 9, 1, 5, 3, 3, 3, 9, 1, 5, 22, 22, 15, 15, 15, 16, 16, 19, 19, 19 ]
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95
[ "IDR", "ORIGINAL", "NO", "SALT", "1", "12,000", "12,000", "SUB", "TOTAL", "12,000", "GRAND", "TOTAL", "12,000", "CASH", "52,000", "CHANGE", "DUE", "40,000" ]
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[ 15, 3, 3, 3, 1, 9, 5, 13, 13, 13, 22, 22, 22, 15, 15, 16, 16, 16 ]
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96
[ "GRANDTOTAL", "22.000", "CASH", "52.000", "CHANGED", "30.000", "SUB-TOTAL", "22.000", "THAI", "ICED", "TEA", "1", "@22.000", "22.000" ]
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97
[ "ORIGINAL NO SALT", "1", "12,000", "12,000", "SUB", "TOTAL", "12,000", "GRAND TOTAL", "12,000", "CASH IDR", "52,000", "CHANGE DUE", "40,000" ]
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[ 3, 1, 9, 5, 13, 13, 13, 22, 22, 15, 15, 16, 16 ]
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98
[ "WALL'S", "FEAST", "CKLT.65", "1", "5400", "5,400", "HARGA", "JUAL", "25,900", "PPN=", "2,355", "TOTAL", "25,900", "TUNAI", "25,900", "CMPN", "TROPICANA.CHO75", "1", "5500", "5,500", "MAGNUM", "WHT", "ALMND", "80", "1", "15000", "15,000" ]
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[ 3, 3, 3, 1, 9, 5, 13, 13, 13, 14, 14, 22, 22, 15, 15, 3, 3, 1, 9, 5, 3, 3, 3, 3, 1, 9, 5 ]
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99
[ "PB1:", "4,090", "Subtotal:", "40,910", "1X", "S-Ovaltine", "Macchiat", "@22,000", "22,000", "50%", "No", "Ice", "1X", "S-Hazelnut", "Milk", "Tea", "@20,000", "23,000", "Bubbles", "3,000", "50%", "No", "Ice", "Total:", "45,000", "Cash:", "105,000", "CHANGE:", "60,000" ]
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[ 14, 14, 13, 13, 1, 3, 3, 9, 5, 7, 7, 7, 1, 3, 3, 3, 9, 5, 7, 8, 7, 7, 7, 22, 22, 15, 15, 16, 16 ]
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YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

CORD: A Consolidated Receipt Dataset for Post-OCR Parsing

CORD dataset is cloned from clovaai GitHub repo

  • Box coordinates are normalized against image width/height
  • Labels with very few occurrences are replaced with O:
replacing_labels = ['menu.etc', 'menu.itemsubtotal', 
                    'menu.sub_etc', 'menu.sub_unitprice', 
                    'menu.vatyn', 'void_menu.nm', 
                    'void_menu.price', 'sub_total.othersvc_price']

Check for more info Sparrow

Citation

CORD: A Consolidated Receipt Dataset for Post-OCR Parsing

@article{park2019cord,
  title={CORD: A Consolidated Receipt Dataset for Post-OCR Parsing},
  author={Park, Seunghyun and Shin, Seung and Lee, Bado and Lee, Junyeop and Surh, Jaeheung and Seo, Minjoon and Lee, Hwalsuk}
  booktitle={Document Intelligence Workshop at Neural Information Processing Systems}
  year={2019}
}

Post-OCR parsing: building simple and robust parser via BIO tagging

@article{hwang2019post,
  title={Post-OCR parsing: building simple and robust parser via BIO tagging},
  author={Hwang, Wonseok and Kim, Seonghyeon and Yim, Jinyeong and Seo, Minjoon and Park, Seunghyun and Park, Sungrae and Lee, Junyeop and Lee, Bado and Lee, Hwalsuk}
  booktitle={Document Intelligence Workshop at Neural Information Processing Systems}
  year={2019}
}
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