---
license: apache-2.0
tags:
  - object-detection
  - yolo
  - invoice
  - document-layout
library_name: ultralytics
---

# Invoice Layout — yolo11x

Fine-tuned yolo11x 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 | 0.8738 |
| mAP50-95 | 0.6127 |

## Usage

```python
from ultralytics import YOLO
model = YOLO("best.pt")
results = model.predict("invoice.png")
```