| { | |
| "model_type": "cnn", | |
| "framework": "tensorflow", | |
| "model_name": "agrisentry-maize-disease-classifier", | |
| "task": "image-classification", | |
| "input_size": [224, 224, 3], | |
| "num_classes": 4, | |
| "classes": [ | |
| "healthy", | |
| "common_rust", | |
| "northern_corn_leaf_blight", | |
| "gray_leaf_spot" | |
| ], | |
| "architecture": "CNN", | |
| "training_framework": "tensorflow_keras", | |
| "image_processor": { | |
| "type": "image_classification", | |
| "size": 224, | |
| "do_center_crop": true, | |
| "do_resize": true, | |
| "resample": "bilinear", | |
| "do_normalize": true, | |
| "image_mean": [0.485, 0.456, 0.406], | |
| "image_std": [0.229, 0.224, 0.225] | |
| } | |
| } | |