| { | |
| "model_type": "efficientnet", | |
| "architecture": "efficientnet-b0", | |
| "framework": "tensorflow", | |
| "num_classes": 3, | |
| "input_shape": [ | |
| 150, | |
| 150, | |
| 3 | |
| ], | |
| "class_names": [ | |
| "CONTROL", | |
| "AD", | |
| "PD" | |
| ], | |
| "class_labels": { | |
| "0": "CONTROL - Normal Brain Scan", | |
| "1": "AD - Alzheimer's Disease", | |
| "2": "PD - Parkinson's Disease" | |
| }, | |
| "preprocessing": { | |
| "resize": [ | |
| 150, | |
| 150 | |
| ], | |
| "normalize": "0-255", | |
| "color_mode": "RGB" | |
| }, | |
| "model_version": "1.0.0", | |
| "training_info": { | |
| "dataset": "Brain MRI scans for neurological disease detection", | |
| "accuracy": "95.8%", | |
| "validation_accuracy": "93.2%" | |
| } | |
| } |