Upload invoice annotated bbox dataset with README samples

README.md

@@ -0,0 +1,199 @@
+---
+license: apache-2.0
+language:
+  - en
+  - de
+tags:
+  - object-detection
+  - document-understanding
+  - invoice
+  - layout-analysis
+  - bounding-box
+  - ocr-prep
+task_categories:
+  - object-detection
+size_categories:
+  - n<1K
+pretty_name: Invoice Layout Annotated BBox Dataset
+dataset_info:
+  features:
+    - name: document_id
+      dtype: int64
+    - name: page_number
+      dtype: int64
+    - name: image
+      dtype: image
+    - name: width
+      dtype: int64
+    - name: height
+      dtype: int64
+    - name: annotations
+      dtype:
+        list:
+          - name: layer
+            dtype: string
+          - name: label
+            dtype: string
+          - name: bbox
+            dtype:
+              sequence: float64
+  splits:
+    - name: train
+      num_examples: 76
+  download_size: 42295891
+  dataset_size: 42295891
+configs:
+  - config_name: default
+    data_files:
+      - split: train
+        path: "**"
+---
+
+# Invoice Layout Annotated BBox Dataset
+
+Manually annotated invoice page images exported from **AnnotateEverything**, with axis-aligned bounding boxes for **8 document-layout regions**. Built for training object detectors (YOLO, DETR, etc.) on invoice macro-structure.
+
+## Dataset summary
+
+| Property | Value |
+|----------|-------|
+| **Pages** | 76 |
+| **Documents** | 1 |
+| **Source PDF** | `train_images.pdf` |
+| **Total annotations** | 771 |
+| **Avg boxes / page** | 10.14 |
+| **Image width range** | 425 – 2853 px |
+| **Image height range** | 570 – 4096 px |
+| **Export date** | 2026-06-22T19:27:38.375Z |
+| **Annotation tool** | AnnotateEverything |
+| **Project** | Invoices (id=2) |
+| **On-disk size** | ~40.3 MB |
+
+## Classes
+
+| ID | Name | Description | Color | Count |
+|----|------|-------------|-------|-------|
+| 0 | `invoice_metadata` | Invoice number, date, header metadata | `#f59e0b` | 83 |
+| 1 | `vendor_block` | Seller / vendor address block | `#22c55e` | 73 |
+| 2 | `customer_block` | Client / customer address block | `#ef4444` | 74 |
+| 3 | `table_block` | Line items table region | `#ec4899` | 76 |
+| 4 | `line_item` | Individual line item row | `#8b5cf6` | 257 |
+| 5 | `summary_block` | Totals / summary section | `#3b82f6` | 78 |
+| 6 | `payment_block` | Payment / IBAN block | `#06b6d4` | 55 |
+| 7 | `Column` | Table column header row | `#64748b` | 75 |
+
+## Directory layout
+
+```
+.
+├── README.md                 # This dataset card
+├── manifest.json             # Project metadata, label definitions, document index
+├── annotations.json          # Flat index of all pages + bboxes
+├── documents/
+│   └── train_images__doc426/
+│       ├── document.json     # Document metadata
+│       └── pages/
+│           └── page_NNN/
+│               ├── image.png
+│               └── annotations.json
+└── samples/                  # README preview images (JPEG)
+```
+
+### Annotation format
+
+Each page entry in `annotations.json`:
+
+```json
+{
+  "document_id": 426,
+  "document_filename": "train_images.pdf",
+  "page_number": 1,
+  "relative_image": "documents/train_images__doc426/pages/page_001/image.png",
+  "width": 2853,
+  "height": 4096,
+  "annotations": [
+    {
+      "layer": "Default",
+      "label": "invoice_metadata",
+      "bbox": [x_min, y_min, x_max, y_max]
+    }
+  ]
+}
+```
+
+Bounding boxes are **absolute pixel coordinates** `[x_min, y_min, x_max, y_max]` in top-left origin.
+
+## Sample pages
+
+### Page 1 (8 boxes)
+
+| Original | Annotated |
+|----------|-----------|
+| ![page 1 original](samples/page_001_original.jpg) | ![page 1 annotated](samples/page_001_annotated.jpg) |
+### Page 20 (13 boxes)
+
+| Original | Annotated |
+|----------|-----------|
+| ![page 20 original](samples/page_020_original.jpg) | ![page 20 annotated](samples/page_020_annotated.jpg) |
+### Page 39 (10 boxes)
+
+| Original | Annotated |
+|----------|-----------|
+| ![page 39 original](samples/page_039_original.jpg) | ![page 39 annotated](samples/page_039_annotated.jpg) |
+### Page 58 (4 boxes)
+
+| Original | Annotated |
+|----------|-----------|
+| ![page 58 original](samples/page_058_original.jpg) | ![page 58 annotated](samples/page_058_annotated.jpg) |
+### Page 76 (8 boxes)
+
+| Original | Annotated |
+|----------|-----------|
+| ![page 76 original](samples/page_076_original.jpg) | ![page 76 annotated](samples/page_076_annotated.jpg) |
+### Page 19 (14 boxes)
+
+| Original | Annotated |
+|----------|-----------|
+| ![page 19 original](samples/page_019_original.jpg) | ![page 19 annotated](samples/page_019_annotated.jpg) |
+
+## Label distribution
+
+| Label | Count |
+|-------|-------|
+| `line_item` | 257 |
+| `invoice_metadata` | 83 |
+| `summary_block` | 78 |
+| `table_block` | 76 |
+| `Column` | 75 |
+| `customer_block (Receiver)` | 74 |
+| `vendor_block (Sender)` | 73 |
+| `payment_block` | 55 |
+
+## Usage
+
+### Load annotations from the Hub
+
+```python
+import json
+from huggingface_hub import hf_hub_download
+
+ann_path = hf_hub_download("AvoCahDoe/invoice-annotated-bbox", "annotations.json", repo_type="dataset")
+with open(ann_path) as f:
+    pages = json.load(f)
+```
+
+### Convert to YOLO (invoice-extractor)
+
+This dataset is the raw export consumed by `prepare_annotated_dataset.py` in the invoice-extractor training pipeline.
+
+```bash
+python scripts/prepare_annotated_dataset.py
+```
+
+## Citation
+
+If you use this dataset, please cite the upstream annotation project and note the export format (AnnotateEverything bbox export v1).
+
+## License
+
+Apache 2.0

README.txt

@@ -0,0 +1,13 @@
+AnnotateEverything export
+=======================
+
+Invoices/manifest.json       Project metadata and label definitions
+Invoices/annotations.json    All pages (flat index)
+Invoices/documents/          Per-document folders
+  <document>/document.json  Document metadata
+  <document>/pages/         Rendered page images + annotations
+    page_NNN/image.<ext>
+    page_NNN/annotations.json
+  <document>/source/        Original PDF (when included at export)
+
+Exported: 2026-06-22T19:27:38.375Z

documents/train_images__doc426/document.json

@@ -0,0 +1,7 @@
+{
+  "id": 426,
+  "project_id": 2,
+  "filename": "train_images.pdf",
+  "created_at": "2026-06-22T13:23:20.777Z",
+  "page_count": 76
+}

documents/train_images__doc426/pages/page_001/annotations.json

@@ -0,0 +1,137 @@
+{
+  "page_id": 426,
+  "page_number": 1,
+  "width": 2853,
+  "height": 4096,
+  "image": "image.png",
+  "annotations": [
+    {
+      "id": 757,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "invoice_metadata",
+      "x": 88,
+      "y": 69,
+      "width": 1864,
+      "height": 328,
+      "bbox": [
+        88,
+        69,
+        1952,
+        397
+      ]
+    },
+    {
+      "id": 758,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "vendor_block (Sender)",
+      "x": 199,
+      "y": 703,
+      "width": 977,
+      "height": 393,
+      "bbox": [
+        199,
+        703,
+        1176,
+        1096
+      ]
+    },
+    {
+      "id": 759,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "customer_block (Receiver)",
+      "x": 1319,
+      "y": 697,
+      "width": 930,
+      "height": 537,
+      "bbox": [
+        1319,
+        697,
+        2249,
+        1234
+      ]
+    },
+    {
+      "id": 760,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "table_block",
+      "x": 209,
+      "y": 1381,
+      "width": 2440,
+      "height": 428,
+      "bbox": [
+        209,
+        1381,
+        2649,
+        1809
+      ]
+    },
+    {
+      "id": 761,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 219,
+      "y": 1571,
+      "width": 2395,
+      "height": 221,
+      "bbox": [
+        219,
+        1571,
+        2614,
+        1792
+      ]
+    },
+    {
+      "id": 763,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "Column",
+      "x": 236,
+      "y": 1410,
+      "width": 2376,
+      "height": 146,
+      "bbox": [
+        236,
+        1410,
+        2612,
+        1556
+      ]
+    },
+    {
+      "id": 764,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "summary_block",
+      "x": 204,
+      "y": 1966,
+      "width": 2462,
+      "height": 343,
+      "bbox": [
+        204,
+        1966,
+        2666,
+        2309
+      ]
+    },
+    {
+      "id": 786,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "payment_block",
+      "x": 222,
+      "y": 1115,
+      "width": 950,
+      "height": 169,
+      "bbox": [
+        222,
+        1115,
+        1172,
+        1284
+      ]
+    }
+  ]
+}

documents/train_images__doc426/pages/page_002/annotations.json

@@ -0,0 +1,185 @@
+{
+  "page_id": 427,
+  "page_number": 2,
+  "width": 2853,
+  "height": 4096,
+  "image": "image.png",
+  "annotations": [
+    {
+      "id": 765,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "invoice_metadata",
+      "x": 196,
+      "y": 179,
+      "width": 1766,
+      "height": 311,
+      "bbox": [
+        196,
+        179,
+        1962,
+        490
+      ]
+    },
+    {
+      "id": 766,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "vendor_block (Sender)",
+      "x": 197,
+      "y": 667,
+      "width": 980,
+      "height": 429,
+      "bbox": [
+        197,
+        667,
+        1177,
+        1096
+      ]
+    },
+    {
+      "id": 767,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "customer_block (Receiver)",
+      "x": 1359,
+      "y": 697,
+      "width": 906,
+      "height": 380,
+      "bbox": [
+        1359,
+        697,
+        2265,
+        1077
+      ]
+    },
+    {
+      "id": 768,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "table_block",
+      "x": 170,
+      "y": 1401,
+      "width": 2491,
+      "height": 957,
+      "bbox": [
+        170,
+        1401,
+        2661,
+        2358
+      ]
+    },
+    {
+      "id": 769,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 230,
+      "y": 1580,
+      "width": 2414,
+      "height": 144,
+      "bbox": [
+        230,
+        1580,
+        2644,
+        1724
+      ]
+    },
+    {
+      "id": 770,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 232,
+      "y": 1726,
+      "width": 2393,
+      "height": 183,
+      "bbox": [
+        232,
+        1726,
+        2625,
+        1909
+      ]
+    },
+    {
+      "id": 771,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "Column",
+      "x": 229,
+      "y": 1423,
+      "width": 2390,
+      "height": 143,
+      "bbox": [
+        229,
+        1423,
+        2619,
+        1566
+      ]
+    },
+    {
+      "id": 772,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "summary_block",
+      "x": 233,
+      "y": 2515,
+      "width": 2400,
+      "height": 334,
+      "bbox": [
+        233,
+        2515,
+        2633,
+        2849
+      ]
+    },
+    {
+      "id": 781,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 234,
+      "y": 1932,
+      "width": 2393,
+      "height": 183,
+      "bbox": [
+        234,
+        1932,
+        2627,
+        2115
+      ]
+    },
+    {
+      "id": 782,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 233,
+      "y": 2116,
+      "width": 2393,
+      "height": 183,
+      "bbox": [
+        233,
+        2116,
+        2626,
+        2299
+      ]
+    },
+    {
+      "id": 785,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "payment_block",
+      "x": 212,
+      "y": 1105,
+      "width": 950,
+      "height": 169,
+      "bbox": [
+        212,
+        1105,
+        1162,
+        1274
+      ]
+    }
+  ]
+}

documents/train_images__doc426/pages/page_003/annotations.json

@@ -0,0 +1,169 @@
+{
+  "page_id": 428,
+  "page_number": 3,
+  "width": 2853,
+  "height": 4096,
+  "image": "image.png",
+  "annotations": [
+    {
+      "id": 773,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "invoice_metadata",
+      "x": 155,
+      "y": 63,
+      "width": 1772,
+      "height": 312,
+      "bbox": [
+        155,
+        63,
+        1927,
+        375
+      ]
+    },
+    {
+      "id": 774,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "vendor_block (Sender)",
+      "x": 188,
+      "y": 723,
+      "width": 946,
+      "height": 390,
+      "bbox": [
+        188,
+        723,
+        1134,
+        1113
+      ]
+    },
+    {
+      "id": 775,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "customer_block (Receiver)",
+      "x": 1362,
+      "y": 745,
+      "width": 942,
+      "height": 465,
+      "bbox": [
+        1362,
+        745,
+        2304,
+        1210
+      ]
+    },
+    {
+      "id": 776,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "table_block",
+      "x": 231,
+      "y": 1385,
+      "width": 2408,
+      "height": 766,
+      "bbox": [
+        231,
+        1385,
+        2639,
+        2151
+      ]
+    },
+    {
+      "id": 777,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 248,
+      "y": 1574,
+      "width": 2364,
+      "height": 196,
+      "bbox": [
+        248,
+        1574,
+        2612,
+        1770
+      ]
+    },
+    {
+      "id": 778,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 239,
+      "y": 1775,
+      "width": 2372,
+      "height": 151,
+      "bbox": [
+        239,
+        1775,
+        2611,
+        1926
+      ]
+    },
+    {
+      "id": 779,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "Column",
+      "x": 253,
+      "y": 1427,
+      "width": 2367,
+      "height": 144,
+      "bbox": [
+        253,
+        1427,
+        2620,
+        1571
+      ]
+    },
+    {
+      "id": 780,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "summary_block",
+      "x": 217,
+      "y": 2324,
+      "width": 2426,
+      "height": 331,
+      "bbox": [
+        217,
+        2324,
+        2643,
+        2655
+      ]
+    },
+    {
+      "id": 783,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 246,
+      "y": 1924,
+      "width": 2372,
+      "height": 203,
+      "bbox": [
+        246,
+        1924,
+        2618,
+        2127
+      ]
+    },
+    {
+      "id": 784,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "payment_block",
+      "x": 202,
+      "y": 1095,
+      "width": 950,
+      "height": 169,
+      "bbox": [
+        202,
+        1095,
+        1152,
+        1264
+      ]
+    }
+  ]
+}

documents/train_images__doc426/pages/page_004/annotations.json

@@ -0,0 +1,153 @@
+{
+  "page_id": 429,
+  "page_number": 4,
+  "width": 2853,
+  "height": 4096,
+  "image": "image.png",
+  "annotations": [
+    {
+      "id": 224,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "invoice_metadata",
+      "x": 152,
+      "y": 75,
+      "width": 1821,
+      "height": 320,
+      "bbox": [
+        152,
+        75,
+        1973,
+        395
+      ]
+    },
+    {
+      "id": 225,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "vendor_block (Sender)",
+      "x": 213,
+      "y": 718,
+      "width": 952,
+      "height": 387,
+      "bbox": [
+        213,
+        718,
+        1165,
+        1105
+      ]
+    },
+    {
+      "id": 226,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "customer_block (Receiver)",
+      "x": 1337,
+      "y": 692,
+      "width": 930,
+      "height": 537,
+      "bbox": [
+        1337,
+        692,
+        2267,
+        1229
+      ]
+    },
+    {
+      "id": 227,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "table_block",
+      "x": 209,
+      "y": 1400,
+      "width": 2457,
+      "height": 598,
+      "bbox": [
+        209,
+        1400,
+        2666,
+        1998
+      ]
+    },
+    {
+      "id": 228,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 232,
+      "y": 1553,
+      "width": 2396,
+      "height": 240,
+      "bbox": [
+        232,
+        1553,
+        2628,
+        1793
+      ]
+    },
+    {
+      "id": 229,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "line_item",
+      "x": 225,
+      "y": 1793,
+      "width": 2404,
+      "height": 179,
+      "bbox": [
+        225,
+        1793,
+        2629,
+        1972
+      ]
+    },
+    {
+      "id": 230,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "Column",
+      "x": 240,
+      "y": 1412,
+      "width": 2389,
+      "height": 145,
+      "bbox": [
+        240,
+        1412,
+        2629,
+        1557
+      ]
+    },
+    {
+      "id": 232,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "summary_block",
+      "x": 217,
+      "y": 2162,
+      "width": 2423,
+      "height": 339,
+      "bbox": [
+        217,
+        2162,
+        2640,
+        2501
+      ]
+    },
+    {
+      "id": 335,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "payment_block",
+      "x": 192,
+      "y": 1085,
+      "width": 950,
+      "height": 169,
+      "bbox": [
+        192,
+        1085,
+        1142,
+        1254
+      ]
+    }
+  ]
+}

documents/train_images__doc426/pages/page_005/annotations.json

@@ -0,0 +1,185 @@
+{
+  "page_id": 430,
+  "page_number": 5,
+  "width": 2853,
+  "height": 4096,
+  "image": "image.png",
+  "annotations": [
+    {
+      "id": 233,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "invoice_metadata",
+      "x": 160,
+      "y": 25,
+      "width": 1795,
+      "height": 319,
+      "bbox": [
+        160,
+        25,
+        1955,
+        344
+      ]
+    },
+    {
+      "id": 234,
+      "layer": "Default",
+      "layer_id": "default",
+      "label": "vendor_block (Sender)",
+      "x": 164,
+      "y": 682,
+      "width": 974,
+      "height": 397,
+      "bbox": [
+        164,
+        682,
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documents/train_images__doc426/pages/page_006/annotations.json

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documents/train_images__doc426/pages/page_007/annotations.json

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documents/train_images__doc426/pages/page_008/annotations.json

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documents/train_images__doc426/pages/page_009/annotations.json

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documents/train_images__doc426/pages/page_010/annotations.json

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documents/train_images__doc426/pages/page_011/annotations.json

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documents/train_images__doc426/pages/page_012/annotations.json

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documents/train_images__doc426/pages/page_013/annotations.json

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documents/train_images__doc426/pages/page_014/annotations.json

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documents/train_images__doc426/pages/page_015/annotations.json

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documents/train_images__doc426/pages/page_016/annotations.json

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documents/train_images__doc426/pages/page_017/annotations.json

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documents/train_images__doc426/pages/page_018/annotations.json

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documents/train_images__doc426/pages/page_019/annotations.json

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documents/train_images__doc426/pages/page_020/annotations.json

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documents/train_images__doc426/pages/page_021/annotations.json

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