| { | |
| "module": "keras_hub.src.models.densenet.densenet_image_classifier", | |
| "class_name": "DenseNetImageClassifier", | |
| "config": { | |
| "backbone": { | |
| "module": "keras_hub.src.models.densenet.densenet_backbone", | |
| "class_name": "DenseNetBackbone", | |
| "config": { | |
| "name": "dense_net_backbone", | |
| "trainable": true, | |
| "stackwise_num_repeats": [ | |
| 6, | |
| 12, | |
| 24, | |
| 16 | |
| ], | |
| "compression_ratio": 0.5, | |
| "growth_rate": 32, | |
| "image_shape": [ | |
| null, | |
| null, | |
| 3 | |
| ] | |
| }, | |
| "registered_name": "keras_hub>DenseNetBackbone" | |
| }, | |
| "preprocessor": { | |
| "module": "keras_hub.src.models.densenet.densenet_image_classifier_preprocessor", | |
| "class_name": "DenseNetImageClassifierPreprocessor", | |
| "config": { | |
| "name": "dense_net_image_classifier_preprocessor", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "image_converter": { | |
| "module": "keras_hub.src.models.densenet.densenet_image_converter", | |
| "class_name": "DenseNetImageConverter", | |
| "config": { | |
| "name": "dense_net_image_converter", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "image_size": [ | |
| 224, | |
| 224 | |
| ], | |
| "scale": [ | |
| 0.017124753831663668, | |
| 0.01750700280112045, | |
| 0.017429193899782133 | |
| ], | |
| "offset": [ | |
| -2.1179039301310043, | |
| -2.0357142857142856, | |
| -1.8044444444444445 | |
| ], | |
| "interpolation": "bicubic", | |
| "crop_to_aspect_ratio": true | |
| }, | |
| "registered_name": "keras_hub>DenseNetImageConverter" | |
| }, | |
| "config_file": "preprocessor.json" | |
| }, | |
| "registered_name": "keras_hub>DenseNetImageClassifierPreprocessor" | |
| }, | |
| "name": "dense_net_image_classifier", | |
| "num_classes": 1000, | |
| "pooling": "avg", | |
| "activation": null, | |
| "dropout": 0.0 | |
| }, | |
| "registered_name": "keras_hub>DenseNetImageClassifier" | |
| } |