| { |
| "model_name": "kidney", |
| "arch": "efficientnet_b4", |
| "num_classes": 2, |
| "img_size": 224, |
| "classes": [ |
| "normal", |
| "tumor" |
| ], |
| "class_labels": { |
| "normal": "Normal \u2014 Healthy kidney tissue, no cancer detected", |
| "tumor": "Kidney Tumor \u2014 Abnormal growth detected in kidney tissue" |
| }, |
| "mean": [ |
| 0.485, |
| 0.456, |
| 0.406 |
| ], |
| "std": [ |
| 0.229, |
| 0.224, |
| 0.225 |
| ], |
| "test_accuracy": 0.997, |
| "auc_roc": 1.0, |
| "input_type": "CT scan (kidney cross-section, JPEG/PNG)", |
| "api_endpoint": "/predict/kidney", |
| "onnx_file": "kidney_model.onnx", |
| "notes": "Binary classification: normal kidney vs kidney tumour" |
| } |