{ "model_info": { "accuracy_metrics": { "mAP_50": 0.4297003556405582, "mAP_50_95": 0.32171395981389483, "precision": 0.3740014945326178, "recall": 0.13562922944206415, "f1_score": 0.1990678039111289, "total_detections": 24598, "total_ground_truth": 36781, "class_metrics": {}, "inference_time_ms": 11.00840794405085, "fps": 90.83965684069864, "dataset_info": { "name": "COCO Dataset - Real Object Detection", "classes": 80, "test_images": 5000, "max_images": 5000, "download_size_mb": 1580, "estimated_time_minutes": 25, "download_url": "mock://create_test_dataset", "description": "Microsoft COCO dataset with 80 classes. Use quick_test variant for fast evaluation or full_evaluation for comprehensive testing.", "variants": [ "quick_test", "full_evaluation" ] }, "evaluation_time": 1756696485.667147 }, "benchmark_id": null, "benchmark_status": "completed", "compression_ratio": 0.5314898152174515, "conversion_metadata": { "apple_silicon": true, "batch_size": 1, "compute_unit_selection": "automatic_at_runtime", "coremltools_version": "8.3.0", "format": "mlpackage", "input_shape": [ 640, 640 ], "machine": "arm64", "nms_enabled": true, "optimization_level": "standard", "output_signature": { "inputs": [ { "image_info": { "color_space": "20", "height": 640, "width": 640 }, "name": "image", "type": "imageType" }, { "name": "iouThreshold", "type": "doubleType" }, { "name": "confidenceThreshold", "type": "doubleType" } ], "model_author": "Ultralytics", "model_description": "Ultralytics YOLOv12n model ", "model_version": "8.3.186", "outputs": [ { "array_info": { "data_type": "65568", "shape": [] }, "name": "confidence", "type": "multiArrayType" }, { "array_info": { "data_type": "65568", "shape": [] }, "name": "coordinates", "type": "multiArrayType" } ] }, "platform": "macOS-15.6.1-arm64-arm-64bit", "precision": "int8", "processor": "arm", "ultralytics_version": "unknown" }, "conversion_time": 41.382651805877686, "converted_size_mb": 2.8359594345092773, "created_at": "2025-08-29T17:03:38.349775", "evaluation_dataset": "coco", "evaluation_id": "eval_yolo12n_coreml_int8_auto_mlpackage_auto_int8_20250829_170338_20250831_201320", "evaluation_status": "completed", "format": "mlpackage", "hardware_target": "auto", "has_benchmark": true, "huggingface_last_sync": null, "huggingface_repo_id": null, "huggingface_repo_url": null, "huggingface_status": null, "huggingface_uploaded_at": null, "id": "yolo12n_coreml_int8_auto_mlpackage_auto_int8_20250829_170338", "name": "yolo12n_coreml_int8_auto", "optimization_level": "standard", "original_size_mb": 5.335867881774902, "output_path": "/Users/simba/.aegis-forge/models/converted/yolo12n_coreml_int8_auto.coreml", "performance_data": { "fps": 90.83965684069864, "inference_time_ms": 11.00840794405085, "memory_mb": 0 }, "performance_summary": { "fps": 90.83965684069864, "inference_time_ms": 11.00840794405085, "memory_mb": 0 }, "precision": "int8", "source_path": "/Users/simba/.aegis-forge/models/original/yolo12n.pt", "file_path": "/Users/simba/.aegis-forge/models/converted/yolo12n_coreml_int8_auto.coreml", "original_model_source": "yolo12n_coreml_int8_auto", "conversion_timestamp": "2025-08-29T17:03:38.349775", "source_model": "yolo12n_coreml_int8_auto" }, "performance_metrics": { "fps": 90.83965684069864, "inference_time_ms": 11.00840794405085, "memory_mb": 0 }, "hardware_info": {}, "upload_date": "2025-09-03T20:46:34.505747", "tool_version": "1.0.0" }