| { |
| "model_name": "brain", |
| "arch": "efficientnet_b4", |
| "num_classes": 3, |
| "img_size": 224, |
| "classes": [ |
| "glioma", |
| "meningioma", |
| "pituitary" |
| ], |
| "class_labels": { |
| "glioma": "Glioma \u2014 Most common brain tumour", |
| "meningioma": "Meningioma \u2014 Tumour affecting brain membranes", |
| "pituitary": "Pituitary Tumour \u2014 Affects pituitary gland" |
| }, |
| "mean": [ |
| 0.485, |
| 0.456, |
| 0.406 |
| ], |
| "std": [ |
| 0.229, |
| 0.224, |
| 0.225 |
| ], |
| "test_accuracy": 0.9953, |
| "input_type": "MRI scan (T1/T2 weighted, JPEG/PNG)", |
| "api_endpoint": "/predict/brain", |
| "onnx_file": "brain_model.onnx", |
| "notes": "Histopathology brain MRI classification model for OncoScan" |
| } |
