task.json

{
    "module": "keras_hub.src.models.xception.xception_image_classifier",
    "class_name": "XceptionImageClassifier",
    "config": {
        "backbone": {
            "module": "keras_hub.src.models.xception.xception_backbone",
            "class_name": "XceptionBackbone",
            "config": {
                "name": "xception_backbone",
                "trainable": true,
                "stackwise_conv_filters": [
                    [
                        32,
                        64
                    ],
                    [
                        128,
                        128
                    ],
                    [
                        256,
                        256
                    ],
                    [
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        728,
                        728
                    ],
                    [
                        728,
                        1024
                    ],
                    [
                        1536,
                        2048
                    ]
                ],
                "stackwise_pooling": [
                    false,
                    true,
                    true,
                    true,
                    false,
                    false,
                    false,
                    false,
                    false,
                    false,
                    false,
                    false,
                    true,
                    false
                ],
                "image_shape": [
                    null,
                    null,
                    3
                ]
            },
            "registered_name": "keras_hub>XceptionBackbone"
        },
        "preprocessor": {
            "module": "keras_hub.src.models.xception.xception_image_classifier_preprocessor",
            "class_name": "XceptionImageClassifierPreprocessor",
            "config": {
                "name": "xception_image_classifier_preprocessor",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "image_converter": {
                    "module": "keras_hub.src.layers.preprocessing.image_converter",
                    "class_name": "ImageConverter",
                    "config": {
                        "name": "image_converter",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "float32"
                            },
                            "registered_name": null
                        },
                        "image_size": [
                            299,
                            299
                        ],
                        "scale": 0.00784313725490196,
                        "offset": -1.0,
                        "interpolation": "bilinear",
                        "antialias": false,
                        "crop_to_aspect_ratio": true,
                        "pad_to_aspect_ratio": false,
                        "bounding_box_format": "yxyx"
                    },
                    "registered_name": "keras_hub>ImageConverter"
                },
                "config_file": "preprocessor.json"
            },
            "registered_name": "keras_hub>XceptionImageClassifierPreprocessor"
        },
        "name": "xception_image_classifier",
        "num_classes": 1000,
        "pooling": "avg",
        "activation": null,
        "dropout": 0.0
    },
    "registered_name": "keras_hub>XceptionImageClassifier"
}