| license: apache-2.0 | |
| tags: | |
| - object-detection | |
| - yolo | |
| - invoice | |
| - document-layout | |
| library_name: ultralytics | |
| # Invoice Layout — yolo11m | |
| Fine-tuned yolo11m for invoice macro-region detection (8 classes). | |
| ## Classes | |
| `invoice_metadata`, `vendor_block`, `customer_block`, `table_block`, `line_item`, `summary_block`, `payment_block`, `Column` | |
| ## Metrics (test split) | |
| | Metric | Value | | |
| |--------|-------| | |
| | mAP50 | 0.8418 | | |
| | mAP50-95 | 0.4926 | | |
| ## Usage | |
| ```python | |
| from ultralytics import YOLO | |
| model = YOLO("best.pt") | |
| results = model.predict("invoice.png") | |
| ``` | |