| { | |
| "model_info": { | |
| "accuracy_metrics": { | |
| "mAP_50": 0.5856578874916727, | |
| "mAP_50_95": 0.4555817983486835, | |
| "precision": 0.5241422654428524, | |
| "recall": 0.2894003299617072, | |
| "f1_score": 0.3729047389107072, | |
| "total_detections": 33143, | |
| "total_ground_truth": 36781, | |
| "class_metrics": {}, | |
| "inference_time_ms": 31.16189515555452, | |
| "fps": 32.090474440279756, | |
| "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": 1756530604.287704 | |
| }, | |
| "benchmark_id": null, | |
| "benchmark_status": "completed", | |
| "compression_ratio": 0.9964190294135522, | |
| "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 YOLO11x model trained on /ultralytics/ultralytics/cfg/datasets/coco.yaml", | |
| "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": "fp32", | |
| "processor": "arm", | |
| "ultralytics_version": "unknown" | |
| }, | |
| "conversion_time": 19.842386960983276, | |
| "converted_size_mb": 108.93414497375488, | |
| "created_at": "2025-08-29T16:18:58.809023", | |
| "evaluation_dataset": "coco", | |
| "evaluation_id": "eval_yolo11x_coreml_fp32_auto_mlpackage_auto_fp32_20250829_161858_20250829_220657", | |
| "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": "yolo11x_coreml_fp32_auto_mlpackage_auto_fp32_20250829_161858", | |
| "name": "yolo11x_coreml_fp32_auto", | |
| "optimization_level": "standard", | |
| "original_size_mb": 109.3256368637085, | |
| "output_path": "/Users/simba/.aegis-forge/models/converted/yolo11x_coreml_fp32_auto.coreml", | |
| "performance_data": { | |
| "fps": 32.090474440279756, | |
| "inference_time_ms": 31.16189515555452, | |
| "memory_mb": 0 | |
| }, | |
| "performance_summary": { | |
| "fps": 32.090474440279756, | |
| "inference_time_ms": 31.16189515555452, | |
| "memory_mb": 0 | |
| }, | |
| "precision": "fp32", | |
| "source_path": "/Users/simba/.aegis-forge/models/original/yolo11x.pt", | |
| "file_path": "/Users/simba/.aegis-forge/models/converted/yolo11x_coreml_fp32_auto.coreml", | |
| "original_model_source": "yolo11x_coreml_fp32_auto", | |
| "conversion_timestamp": "2025-08-29T16:18:58.809023", | |
| "source_model": "yolo11x_coreml_fp32_auto" | |
| }, | |
| "performance_metrics": { | |
| "fps": 32.090474440279756, | |
| "inference_time_ms": 31.16189515555452, | |
| "memory_mb": 0 | |
| }, | |
| "hardware_info": {}, | |
| "upload_date": "2025-09-26T12:17:11.846469", | |
| "tool_version": "1.0.0" | |
| } |