Exact recipe
[]
Canonical sample
dt-c40e65fdbc741dcdf99d51f3
- Seed
- 10001
- Template
- invoice-nordic-minimal-v1
- Renderer
- pillow-opencv-v0.5.0-physical-assets-v1
- Recipe
- clean
Quality metrics
{
"blur_laplacian_variance": 1502.8061,
"brightness_mean": 245.783,
"brightness_std": 41.0687,
"contrast_rms": 41.0687,
"damage_coverage": 0,
"document_area_fraction": 1,
"edge_distortion": 0,
"glare_coverage": 0.89477,
"mean_color_shift": 0,
"shadow_coverage": 0.032798
}OCR output + metrics
{
"engine": "tesseract",
"engine_version": "5.5.0",
"exit_code": 0,
"field_metrics": {
"date_field_accuracy": 1,
"field_exact_match": 0.742857,
"field_normalized_match": 0.742857,
"matched_fields": 26,
"numeric_field_accuracy": 0.681818,
"total_fields": 35
},
"field_results": [
{
"exact_match": true,
"field_id": "currency",
"field_type": "currency",
"normalized_match": true,
"value": "EUR"
},
{
"exact_match": true,
"field_id": "customer_address",
"field_type": "customer_address",
"normalized_match": true,
"value": "82 Wattle Parade, Melbourne VIC 3000"
},
{
"exact_match": true,
"field_id": "customer_name",
"field_type": "customer_name",
"normalized_match": true,
"value": "Civic Form Systems"
},
{
"exact_match": false,
"field_id": "discount",
"field_type": "discount",
"normalized_match": false,
"value": "€0.00"
},
{
"exact_match": true,
"field_id": "due_date",
"field_type": "due_date",
"normalized_match": true,
"value": "2026-07-16"
},
{
"exact_match": true,
"field_id": "invoice_date",
"field_type": "invoice_date",
"normalized_match": true,
"value": "2026-06-01"
},
{
"exact_match": true,
"field_id": "invoice_number",
"field_type": "invoice_number",
"normalized_match": true,
"value": "B26-156481"
},
{
"exact_match": false,
"field_id": "line_item_header",
"field_type": "line_item_header",
"normalized_match": false,
"value": "AMOUNT"
},
{
"exact_match": true,
"field_id": "payment_terms",
"field_type": "payment_terms",
"normalized_match": true,
"value": "Net 45"
},
{
"exact_match": false,
"field_id": "shipping",
"field_type": "shipping",
"normalized_match": false,
"value": "€0.00"
},
{
"exact_match": false,
"field_id": "subtotal",
"field_type": "subtotal",
"normalized_match": false,
"value": "€6,049.90"
},
{
"exact_match": false,
"field_id": "supplier_address",
"field_type": "supplier_address",
"normalized_match": false,
"value": "907 Cypress Avenue, Vancouver, BC V6B 2W2"
},
{
"exact_match": true,
"field_id": "supplier_name",
"field_type": "supplier_name",
"normalized_match": true,
"value": "Blue Harbor Office Goods"
},
{
"exact_match": true,
"field_id": "tax",
"field_type": "tax",
"normalized_match": true,
"value": "€1,270.48"
},
{
"exact_match": true,
"field_id": "total",
"field_type": "total",
"normalized_match": true,
"value": "€7,320.38"
},
{
"exact_match": true,
"field_id": "line_item_0_description",
"field_type": "line_item_description",
"line_item_index": 0,
"normalized_match": true,
"value": "Thermal receipt rolls"
},
{
"exact_match": true,
"field_id": "line_item_0_quantity",
"field_type": "line_item_quantity",
"line_item_index": 0,
"normalized_match": true,
"value": "14"
},
{
"exact_match": false,
"field_id": "line_item_0_unit_price",
"field_type": "line_item_unit_price",
"line_item_index": 0,
"normalized_match": false,
"value": "€119.97"
},
{
"exact_match": true,
"field_id": "line_item_0_tax",
"field_type": "line_item_tax",
"line_item_index": 0,
"normalized_match": true,
"value": "21.0%"
},
{
"exact_match": true,
"field_id": "line_item_0_amount",
"field_type": "line_item_amount",
"line_item_index": 0,
"normalized_match": true,
"value": "€1,679.58"
},
{
"exact_match": true,
"field_id": "line_item_1_description",
"field_type": "line_item_description",
"line_item_index": 1,
"normalized_match": true,
"value": "Acid-free dividers"
},
{
"exact_match": true,
"field_id": "line_item_1_quantity",
"field_type": "line_item_quantity",
"line_item_index": 1,
"normalized_match": true,
"value": "1"
},
{
"exact_match": true,
"field_id": "line_item_1_unit_price",
"field_type": "line_item_unit_price",
"line_item_index": 1,
"normalized_match": true,
"value": "€142.75"
},
{
"exact_match": true,
"field_id": "line_item_1_tax",
"field_type": "line_item_tax",
"line_item_index": 1,
"normalized_match": true,
"value": "21.0%"
},
{
"exact_match": true,
"field_id": "line_item_1_amount",
"field_type": "line_item_amount",
"line_item_index": 1,
"normalized_match": true,
"value": "€142.75"
},
{
"exact_match": true,
"field_id": "line_item_2_description",
"field_type": "line_item_description",
"line_item_index": 2,
"normalized_match": true,
"value": "Secure courier envelopes"
},
{
"exact_match": true,
"field_id": "line_item_2_quantity",
"field_type": "line_item_quantity",
"line_item_index": 2,
"normalized_match": true,
"value": "16"
},
{
"exact_match": false,
"field_id": "line_item_2_unit_price",
"field_type": "line_item_unit_price",
"line_item_index": 2,
"normalized_match": false,
"value": "€167.10"
},
{
"exact_match": true,
"field_id": "line_item_2_tax",
"field_type": "line_item_tax",
"line_item_index": 2,
"normalized_match": true,
"value": "21.0%"
},
{
"exact_match": true,
"field_id": "line_item_2_amount",
"field_type": "line_item_amount",
"line_item_index": 2,
"normalized_match": true,
"value": "€2,673.60"
},
{
"exact_match": true,
"field_id": "line_item_3_description",
"field_type": "line_item_description",
"line_item_index": 3,
"normalized_match": true,
"value": "Tamper-evident labels"
},
{
"exact_match": false,
"field_id": "line_item_3_quantity",
"field_type": "line_item_quantity",
"line_item_index": 3,
"normalized_match": false,
"value": "17"
},
{
"exact_match": false,
"field_id": "line_item_3_unit_price",
"field_type": "line_item_unit_price",
"line_item_index": 3,
"normalized_match": false,
"value": "€91.41"
},
{
"exact_match": true,
"field_id": "line_item_3_tax",
"field_type": "line_item_tax",
"line_item_index": 3,
"normalized_match": true,
"value": "21.0%"
},
{
"exact_match": true,
"field_id": "line_item_3_amount",
"field_type": "line_item_amount",
"line_item_index": 3,
"normalized_match": true,
"value": "€1,553.97"
}
],
"ground_truth_text": "Blue Harbor Office Goods Invoice 907 Cypress Avenue, Vancouver, BC V6B 2W2 BILL TO INVOICE NO. Civic Form Systems B26-156481 82 Wattle Parade, Melbourne VIC 3000 INVOICE DATE 2026-06-01 DUE DATE 2026-07-16 PAYMENT TERMS Net 45 CURRENCY EUR DESCRIPTION QTY UNIT TAX AMOUNT Thermal receipt rolls 14 €119.97 21.0% €1,679.58 Acid-free dividers 1 €142.75 21.0% €142.75 Secure courier envelopes 16 €167.10 21.0% €2,673.60 Tamper-evident labels 17 €91.41 21.0% €1,553.97 SUBTOTAL €6,049.90 DISCOUNT €0.00 SHIPPING €0.00 VAT 21% €1,270.48 TOTAL €7,320.38 Payment reference: B26-156481 · Fictional entities · synthetic invoice",
"methodology_version": "spatial-field-lines-v1",
"metrics": {
"cer": 0.155993,
"date_field_accuracy": 1,
"field_exact_match": 0.742857,
"field_normalized_match": 0.742857,
"matched_fields": 26,
"numeric_field_accuracy": 0.681818,
"total_fields": 35,
"wer": 0.322581
},
"sequence_metrics": {
"cer": 0.155993,
"reading_order": "spatial-field-lines-v1",
"wer": 0.322581
},
"stderr": "",
"text": "Blue Harbor Office Goods | nvo i ce\nBILL To INVOICE wo\nCivic Form Systems B26-156481\n82 Wattle Parade, Melbourne VIC 3000 INVOICE DATE\n2026-06-01\nDUE Dare\n2026-07-16\nPAYMENT TERMS\nNet 45\ncurrency\nEUR\nThermal receipt rolls u 119.97 21.0% €1,679.58\nAcid-free dividers 1 142.75 210% — €142.75\nsecure courier envelopes 1s 167.10 21.0% — €2,673.60\nTamper-evident labels uv 91.81 21.0% — €1,553.97\nSUBTOTAL 6,049.90\noiscount £0.00\nSHIPPING £0.00\nvar 21% €1,270.48\nTOTAL €7,320.38\nPayment reference: B26-156481 - Fictional entities - synthetic invoice\n",
"word_diff": [
"--- ground_truth",
"+++ tesseract",
"@@ -2,18 +2,14 @@",
" Harbor",
" Office",
" Goods",
"-Invoice",
"-907",
"-Cypress",
"-Avenue,",
"-Vancouver,",
"-BC",
"-V6B",
"-2W2",
"+|",
"+nvo",
"+i",
"+ce",
" BILL",
"-TO",
"+To",
" INVOICE",
"-NO.",
"+wo",
" Civic",
" Form",
" Systems",
"@@ -28,52 +24,50 @@",
" DATE",
" 2026-06-01",
" DUE",
"-DATE",
"+Dare",
" 2026-07-16",
" PAYMENT",
" TERMS",
" Net",
" 45",
"-CURRENCY",
"+currency",
" EUR",
"-DESCRIPTION",
"-QTY",
"-UNIT",
"-TAX",
"-AMOUNT",
" Thermal",
" receipt",
" rolls",
"-14",
"-€119.97",
"+u",
"+119.97",
" 21.0%",
" €1,679.58",
" Acid-free",
" dividers",
" 1",
"+142.75",
"+210%",
"+—",
" €142.75",
"-21.0%",
"-€142.75",
"-Secure",
"+secure",
" courier",
" envelopes",
"-16",
"-€167.10",
"+1s",
"+167.10",
" 21.0%",
"+—",
" €2,673.60",
" Tamper-evident",
" labels",
"-17",
"-€91.41",
"+uv",
"+91.81",
" 21.0%",
"+—",
" €1,553.97",
" SUBTOTAL",
"-€6,049.90",
"-DISCOUNT",
"-€0.00",
"+6,049.90",
"+oiscount",
"+£0.00",
" SHIPPING",
"-€0.00",
"-VAT",
"+£0.00",
"+var",
" 21%",
" €1,270.48",
" TOTAL",
"@@ -81,9 +75,9 @@",
" Payment",
" reference:",
" B26-156481",
"-·",
"+-",
" Fictional",
" entities",
"-·",
"+-",
" synthetic",
" invoice"
]
}Generation provenance
{
"artifact_id": "dt-c40e65fdbc741dcdf99d51f3",
"degradation_asset_registry_version": null,
"generated_at": "2026-09-05T06:11:04.325624+00:00",
"recipe": null,
"renderer": "canonical",
"renderer_version": "pillow-opencv-v0.5.0-physical-assets-v1",
"request_sha256": "c40e65fdbc741dcdf99d51f3ef46aa922443241fad95a5911f5df6c0d489faab",
"seed": 10001,
"software": {
"numpy": "2.2.6",
"opencv": "4.12.0",
"pillow": "11.3.0",
"python": "3.12.14"
},
"template_id": "invoice-nordic-minimal-v1"
}