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model_metadata.json
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{
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"model_type": "YOLOv8n",
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"task": "object-detection",
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"framework": "ultralytics",
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"dataset": "VHR-10",
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"classes": 10,
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"image_size": 640,
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"parameters": 3012798,
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"model_size_mb": 6.3,
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"training_epochs": 50,
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"batch_size": 8,
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"performance": {
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"mAP50": 0.98,
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"mAP50_95": 0.682,
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"precision": 0.941,
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"recall": 0.965,
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"vehicle_f1": 0.792,
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"inference_speed_ms": 9.9
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}
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}
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