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