| { |
| "model_info": { |
| "accuracy_metrics": { |
| "mAP_50": 0.5049940561419454, |
| "mAP_50_95": 0.38160780749131645, |
| "precision": 0.4412721486826402, |
| "recall": 0.2044178149496428, |
| "f1_score": 0.2794030990489728, |
| "total_detections": 29443, |
| "total_ground_truth": 36781, |
| "class_metrics": {}, |
| "inference_time_ms": 10.748921224163496, |
| "fps": 93.0325917499523, |
| "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": 1756503486.876516 |
| }, |
| "benchmark_id": null, |
| "benchmark_status": "completed", |
| "compression_ratio": 0.9897618958365996, |
| "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 YOLO11s model trained on /usr/src/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": 6.841112852096558, |
| "converted_size_mb": 18.23043441772461, |
| "created_at": "2025-08-28T21:38:10.611555", |
| "evaluation_dataset": "coco", |
| "evaluation_id": "eval_yolo11s_coreml_fp32_auto_mlpackage_auto_fp32_20250828_213810_20250829_143644", |
| "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": "yolo11s_coreml_fp32_auto_mlpackage_auto_fp32_20250828_213810", |
| "name": "yolo11s_coreml_fp32_auto", |
| "optimization_level": "standard", |
| "original_size_mb": 18.419010162353516, |
| "output_path": "/Users/simba/.aegis-forge/models/converted/yolo11s_coreml_fp32_auto.coreml", |
| "performance_data": { |
| "fps": 93.0325917499523, |
| "inference_time_ms": 10.748921224163496, |
| "memory_mb": 0 |
| }, |
| "performance_summary": { |
| "fps": 93.0325917499523, |
| "inference_time_ms": 10.748921224163496, |
| "memory_mb": 0 |
| }, |
| "precision": "fp32", |
| "source_path": "/Users/simba/.aegis-forge/models/original/yolo11s.pt", |
| "file_path": "/Users/simba/.aegis-forge/models/converted/yolo11s_coreml_fp32_auto.coreml", |
| "original_model_source": "yolo11s_coreml_fp32_auto", |
| "conversion_timestamp": "2025-08-28T21:38:10.611555", |
| "source_model": "yolo11s_coreml_fp32_auto" |
| }, |
| "performance_metrics": { |
| "fps": 93.0325917499523, |
| "inference_time_ms": 10.748921224163496, |
| "memory_mb": 0 |
| }, |
| "hardware_info": {}, |
| "upload_date": "2025-09-26T12:17:41.540282", |
| "tool_version": "1.0.0" |
| } |
