AvoCahDoe/invoice-annotated-bbox
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Invoice document layout detection: annotated dataset, fine-tuned YOLOv8 models (nano & medium), and an interactive Gradio demo.
Note Annotated invoice pages with 8 layout-region bounding boxes
Note YOLOv8n โ lightweight, fast inference (test mAP50 0.96)
Note YOLOv8m โ higher capacity medium model
YOLO layout detection + RapidOCR invoice JSON extraction
Note Interactive Gradio demo (YOLOv8n)
Note #2 YOLOv8s โ test mAP50 0.901, mAP50-95 0.674
Note #3 YOLOv8x โ test mAP50 0.876, mAP50-95 0.622
Note #5 YOLO11m โ test mAP50 0.842, mAP50-95 0.493
Note #4 YOLO11x โ test mAP50 0.874, mAP50-95 0.613