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6437
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1573
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7457
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3340
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4767
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6368
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2714
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3524
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4516
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6093
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3063
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6623
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1462
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1637
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2979
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6103
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4503
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3608
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2808
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6354
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4778
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3252
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8528
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[ "table", "Bill", "to", "Nicholas", "Hobbs", "04689", "Eric", "Course", "Apt.", "048", "East", "Darin,", "TN", "10637", "US", "Tel", "+(917)130-8914", "Email", "umartin@example.com", "Site", "http", "//www.baxter.com/", "Terms", "and", "Conditions", "will", "be", "charged", "if", "payment", "is", "not", "made", "within", "the", "due", "date.", "Date", "14-Aug-2002", "DISCOUNT(3.63%)", "(-)", "38.03", "Due", "Date", "07-Aug-2005", "INVOICE", "ID", "9Y3M9d-310", "Note", "All", "payments", "to", "be", "made", "in", "cash.", "Contact", "us", "for", "queries", "on", "these", "quotations.", "Bank", "Name", "State", "Bank", "of", "Europe", "Branch", "Name", "Raf", "CAMP", "Bank", "Account", "Number", "13499488", "Bank", "Swift", "Code", "SBININBB250", "Address", "6479", "Smith", "Causeway", "East", "Camerontown,", "AS", "38212", "US", "Richardson-Davis", "SUB_TOTAL", "1047.77", "USD", "TAX", "VAT", "(4.39%)", "45.96", "USD", "INVOICE", "TOTAL", "1051.09", "USD", "Total", "in", "words", "one", "thousand", "and", "fift-", "y-one", "point", "zero", "nine", "logo" ]
551
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[ "table", "Buyer", "Mary", "Thompson", "04931", "Rodriguez", "Motorway", "Suite", "163", "Kevinbury,", "FM", "60897", "US", "Tel", "+(443)650-0946", "Email", "qarnold@example.net", "Site", "https", "//www.oneal-andrade.org/", "Terms", "&", "Conditions", "1.", "Please", "send", "payment", "within", "8", "days", "of", "receiving", "this", "invoice.", "There", "will", "be", "a", "2.5%", "interest", "charge", "per", "month", "on", "late", "invoices.", "2.", "Please", "include", "the", "Invoice", "number", "in", "your", "payment", "notes.", "Invoice", "Date", "16-Sep-2001", "DISCOUNT(1.7%)", "(-)", "4.69", "Due", "Date", "12-Feb-1994", "Invoice", "number", "6938-891", "Note", "All", "payments", "to", "be", "made", "in", "cash.", "Contact", "us", "for", "queries", "on", "these", "quotations.", "Bank", "Name", "State", "Bank", "of", "England", "Branch", "Name", "Raf", "CAMP", "Bank", "Account", "Number", "12234185", "Bank", "Swift", "Code", "SBININBB250", "Address", "6479", "Smith", "Causeway", "East", "Camerontown,", "AS", "38212", "US", "Richardson-Davis", "SUB_TOTAL", "275.80", "USD", "TAX", "VAT", "(6.53%)", "18.01", "USD", "TAX", "INVOICE", "TOTAL", "284.68", "USD", "Total", "in", "words", "two", "hundred", "and", "eight-", "y-four", "point", "six", "eight", "logo" ]
100
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686
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[ "table", "Buyer", "Alexander", "Galvan", "1727", "Matthew", "Cape", "Ibarraton,", "MD", "52215", "US", "Tel", "+(396)311-9022", "Email", "jonesmichael@example.com", "Site", "http", "//miller.com/", "Terms", "&", "Conditions", "1.", "Please", "send", "payment", "within", "8", "days", "of", "receiving", "this", "invoice.", "There", "will", "be", "a", "2.5%", "interest", "charge", "per", "month", "on", "late", "invoices.", "2.", "Please", "include", "the", "Invoice", "number", "in", "your", "payment", "notes.", "Date", "06-Jun-2019", "DISCOUNT(3.02%)", "(-)", "38.2", "Due", "Date", "10-Oct-2017", "INVOICE", "#", "INV11892644", "Note", "Total", "payment", "due", "in", "14", "days.", "Bank", "Name", "State", "Bank", "of", "California", "Branch", "Name", "Raf", "CAMP", "Bank", "Account", "Number", "13769792", "Bank", "Swift", "Code", "SBININBB250", "Address", "6479", "Smith", "Causeway", "East", "Camerontown,", "AS", "38212", "US", "Richardson-Davis", "SUB_TOTAL", "1264.82", "EUR", "TAX", "VAT", "(5.16%)", "65.28", "EUR", "TAX", "INVOICE", "TOTAL", "1301.89", "EUR", "Total", "in", "words", "one", "thousand,", "three", "hundre-", "d", "and", "one", "point", "eight", "nine", "logo" ]
8404
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6729
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1332
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1056
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8105
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6524
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1489
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5992
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3101
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7978
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1610
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6481
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8154
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945
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1217
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6776
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8365
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794
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4606
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3491
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7158
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2035
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7062
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7567
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533
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[ "table", "Buyer", "Tammy", "Huynh", "9879", "William", "Roads", "Fernandezburgh,", "IA", "70325", "US", "Tel", "+(374)463-5609", "Email", "lauracollins@example.net", "Site", "https", "//wu-alvarez.com/", "Terms", "and", "Conditions", "will", "be", "charged", "if", "payment", "is", "not", "made", "within", "the", "due", "date.", "Date", "01-May-2001", "DISCOUNT(2.12%)", "(-)", "19.72", "Due", "Date", "26-Feb-2016", "INVOICE", "#", "INV58966570", "Note", "Total", "payment", "due", "in", "14", "days.", "Bank", "Name", "State", "Bank", "of", "USA", "Branch", "Name", "Raf", "CAMP", "Bank", "Account", "Number", "13648038", "Bank", "Swift", "Code", "SBININBB250", "Address", "6479", "Smith", "Causeway", "East", "Camerontown,", "AS", "38212", "US", "Richardson-Davis", "SUB_TOTAL", "930.00", "$", "TAX", "VAT", "(5.83%)", "54.19", "$", "COMMERCIAL", "INVOICE", "TOTAL", "959.73", "$", "Total", "in", "words", "nine", "hundred", "and", "fifty-", "-nine", "point", "seven", "three", "logo" ]
1880
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[ "table", "Bill", "to", "Amy", "Stephenson", "9806", "Long", "Ports", "Ortegaton,", "NM", "91889", "US", "Tel", "+(674)262-9586", "Email", "evansrebecca@example.net", "Site", "http", "//www.pierce.net/", "Terms", "and", "Conditions", "will", "be", "charged", "if", "payment", "is", "not", "made", "within", "the", "due", "date.", "Invoice", "Date", "17-Dec-2012", "DISCOUNT(2.85%)", "(-)", "27.23", "Due", "Date", "04-Dec-2019", "INVOICE", "ID", "6418-517", "Note", "Total", "payment", "due", "in", "14", "days.", "Bank", "Name", "Central", "Bank", "of", "England", "Branch", "Name", "Raf", "CAMP", "Bank", "Account", "Number", "15710790", "Bank", "Swift", "Code", "SBININBB250", "Address", "6479", "Smith", "Causeway", "East", "Camerontown,", "AS", "38212", "US", "Richardson-Davis", "SUB_TOTAL", "955.58", "EUR", "TAX", "VAT", "(6.32%)", "60.41", "EUR", "TAX", "INVOICE", "TOTAL", "998.22", "EUR", "Total", "in", "words", "nine", "hundred", "and", "nine-", "ty-eight", "point", "two", "two", "logo" ]
7289
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[ "table", "Buyer", "Heather", "Lowe", "0412", "Dennis", "Greens", "Evansberg,", "SD", "92701", "US", "Tel", "+(225)937-8447", "Email", "awalker@example.net", "Site", "http", "//pena.com/", "Terms", "and", "Conditions", "will", "be", "charged", "if", "payment", "is", "not", "made", "within", "the", "due", "date.", "Invoice", "Date", "25-May-2011", "DISCOUNT(4.29%)", "(-)", "21.3", "Due", "Date", "17-Dec-2001", "Invoice", "number", "INV93916520", "Note", "This", "order", "is", "shipped", "through", "blue", "dart", "courier", "Bank", "Name", "State", "Bank", "of", "California", "Branch", "Name", "Raf", "CAMP", "Bank", "Account", "Number", "14968269", "Bank", "Swift", "Code", "SBININBB250", "Address", "6479", "Smith", "Causeway", "East", "Camerontown,", "AS", "38212", "US", "Richardson-Davis", "SUB_TOTAL", "496.52", "$", "TAX", "VAT", "(6.36%)", "31.57", "$", "COMMERCIAL", "INVOICE", "TOTAL", "511.26", "$", "Total", "in", "words", "five", "hundred", "and", "e-", "leven", "point", "two", "six", "logo" ]
7891

The dataset consists of 10000 jpg images with white backgrounds, 10000 jpg images with colored backgrounds (the same colors used in the paper) as well as 3x10000 json annotation files. The images are generated from 50 different templates.

https://zenodo.org/records/10371464


dataset_info: features: - name: image dtype: image - name: ner_tags sequence: int64 - name: words sequence: string - name: bboxes sequence: sequence: int64 splits: - name: train num_bytes: 477503369.0 num_examples: 10000 download_size: 342662174 dataset_size: 477503369.0 configs: - config_name: default data_files: - split: train path: data/train-*

@misc{limam2023fatura, title={FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding}, author={Mahmoud Limam and Marwa Dhiaf and Yousri Kessentini}, year={2023}, eprint={2311.11856}, archivePrefix={arXiv}, primaryClass={cs.CV} }

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