| { |
| "model_type": "image-classification", |
| "framework": "tensorflow", |
| "architecture": "EfficientNetV2S", |
| "pretrained": "ImageNet", |
| "input_shape": [384, 384, 3], |
| "num_classes": 8, |
| "include_preprocessing": true, |
| "classes_file": "classes.json", |
| "class_names": [ |
| "alternaria_leaf_spot", |
| "bacterial_leaf_spot", |
| "black_rot", |
| "clubroot", |
| "downy_mildew", |
| "grey_mould", |
| "healthy", |
| "ringspot" |
| ], |
| "training_dataset": "Arko007/cabbage-disease-classification-final", |
| "training_images": 1272, |
| "split_counts": {"train": 891, "validation": 192, "test": 189}, |
| "training_hardware": "Tesla P100-PCIE-16GB", |
| "training_seed": 42, |
| "selection_metric": "validation_macro_f1", |
| "best_validation_epoch": 7, |
| "best_validation_macro_f1": 0.9585248401011454, |
| "augmentation": { |
| "train_only": true, |
| "validation_and_test": false, |
| "test_time_augmentation": false, |
| "layers": ["RandomFlip", "RandomRotation", "RandomZoom", "RandomTranslation", "RandomContrast"] |
| }, |
| "deployment_notes": { |
| "expected_filename": "final.keras", |
| "requires_class_order_from": "classes.json", |
| "production_backend_must_expose_all_eight_classes": true, |
| "current_legacy_app_contract_at_training_time": "four_class; update before integration" |
| } |
| } |
|
|
