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+ ---
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+ license: apache-2.0
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+ tags:
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+ - object-detection
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+ - yolo
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+ - invoice
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+ - document-layout
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+ library_name: ultralytics
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+ ---
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+
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+ # Invoice Layout — yolov8s
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+
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+ Fine-tuned yolov8s for invoice macro-region detection (8 classes).
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+
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+ ## Classes
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+
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+ `invoice_metadata`, `vendor_block`, `customer_block`, `table_block`, `line_item`, `summary_block`, `payment_block`, `Column`
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+
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+ ## Metrics (test split)
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+
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+ | Metric | Value |
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+ |--------|-------|
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+ | mAP50 | 0.0000 |
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+ | mAP50-95 | 0.0000 |
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+
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+ ## Usage
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+
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+ ```python
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+ from ultralytics import YOLO
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+ model = YOLO("best.pt")
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+ results = model.predict("invoice.png")
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+ ```