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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")
```
|