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AvoCahDoe
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invoice-layout-yolov8n

Object Detection
ultralytics
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yolo
yolov8
invoice
document-layout
document-understanding
ocr-prep
invoice-extraction
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invoice-layout-yolov8n
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{
  "model": "yolov8n",
  "repo_id": "AvoCahDoe/invoice-layout-yolov8n",
  "dataset": "AvoCahDoe/invoice-annotated-bbox",
  "classes": {
    "0": "invoice_metadata",
    "1": "vendor_block",
    "2": "customer_block",
    "3": "table_block",
    "4": "line_item",
    "5": "summary_block",
    "6": "payment_block",
    "7": "Column"
  },
  "val": {
    "epochs_trained": 87,
    "best_epoch": 62,
    "best_map50": 0.87868,
    "best_map50_95": 0.62526,
    "best_precision": 0.88531,
    "best_recall": 0.78492,
    "final_map50": 0.82816,
    "final_map50_95": 0.60501,
    "final_precision": 0.84392,
    "final_recall": 0.77346,
    "train_time_s": 2457.74
  },
  "test": {
    "test_precision": 0.9502026366186389,
    "test_recall": 0.9592350761984346,
    "test_map50": 0.96,
    "test_map50_95": 0.7167417072510822
  },
  "training": {
    "weights": "yolov8n.pt",
    "batch": 8,
    "imgsz": 1024
  }
}