| { |
| "model_name": "cervical", |
| "arch": "efficientnet_b4", |
| "num_classes": 5, |
| "img_size": 256, |
| "classes": [ |
| "cervix_dyk", |
| "cervix_koc", |
| "cervix_mep", |
| "cervix_pab", |
| "cervix_sfi" |
| ], |
| "class_labels": { |
| "cervix_dyk": "Dyskeratotic - Abnormal cell growth pattern", |
| "cervix_koc": "Follicular Cervical Cancer - Slow-growing non-Hodgkin cervical", |
| "cervix_mep": "Mantle Cell Cervical Cancer - Aggressive form of cervical" |
| }, |
| "mean": [ |
| 0.485, |
| 0.456, |
| 0.406 |
| ], |
| "std": [ |
| 0.229, |
| 0.224, |
| 0.225 |
| ], |
| "test_accuracy": 1.0, |
| "input_type": "Pap smear cytology image (JPEG/PNG)", |
| "api_endpoint": "/predict/cervical", |
| "onnx_file": "cervical_model.onnx" |
| } |