export type ImageModelSpec = {
    url: string;
    width: number;
    height: number;
    channels: number;
    features: number;
    spatial_features?: SpatialFeatures;
    spatial_layers?: SpatialLayer[];
};
export type SpatialFeatures = [
    batch: number,
    height: number,
    width: number,
    features: number
];
export type SpatialLayer = {
    name: string;
    layer: number;
    shape: SpatialFeatures;
};
export declare const PreTrainedImageModels: {
    mobilenet: {
        'mobilenet-v3-large-100': {
            url: "https://www.kaggle.com/models/google/mobilenet-v3/TfJs/large-100-224-feature-vector/1";
            width: 224;
            height: 224;
            channels: 3;
            features: 1280;
            spatial_features: [1, 7, 7, 160];
            spatial_layers: [{
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_2/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 2;
                readonly shape: [1, 56, 56, 24];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_5/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 5;
                readonly shape: [1, 28, 28, 40];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_9/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 9;
                readonly shape: [1, 14, 14, 80];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_11/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 11;
                readonly shape: [1, 14, 14, 112];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_14/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 14;
                readonly shape: [1, 7, 7, 160];
            }];
        };
        'mobilenet-v3-large-75': {
            url: "https://www.kaggle.com/models/google/mobilenet-v3/TfJs/large-075-224-feature-vector/1";
            width: 224;
            height: 224;
            channels: 3;
            features: 1280;
            spatial_features: [1, 7, 7, 120];
            spatial_layers: [{
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_2/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 2;
                readonly shape: [1, 56, 56, 24];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_5/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 5;
                readonly shape: [1, 28, 28, 32];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_9/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 9;
                readonly shape: [1, 14, 14, 64];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_11/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 11;
                readonly shape: [1, 14, 14, 88];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_14/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 14;
                readonly shape: [1, 7, 7, 120];
            }];
        };
        'mobilenet-v3-small-100': {
            url: "https://www.kaggle.com/models/google/mobilenet-v3/TfJs/small-100-224-feature-vector/1";
            width: 224;
            height: 224;
            channels: 3;
            features: 1280;
            spatial_features: [1, 7, 7, 96];
            spatial_layers: [{
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_2/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 2;
                readonly shape: [1, 28, 28, 24];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_5/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 5;
                readonly shape: [1, 14, 14, 40];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_7/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 7;
                readonly shape: [1, 14, 14, 48];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_10/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 10;
                readonly shape: [1, 7, 7, 96];
            }];
        };
        'mobilenet-v3-small-75': {
            url: "https://www.kaggle.com/models/google/mobilenet-v3/TfJs/small-075-224-feature-vector/1";
            width: 224;
            height: 224;
            channels: 3;
            features: 1280;
            spatial_features: [1, 7, 7, 72];
            spatial_layers: [{
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_2/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 2;
                readonly shape: [1, 28, 28, 24];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_5/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 5;
                readonly shape: [1, 14, 14, 32];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_7/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 7;
                readonly shape: [1, 14, 14, 40];
            }, {
                readonly name: "StatefulPartitionedCall/StatefulPartitionedCall/predict/MobilenetV3/expanded_conv_10/project/BatchNorm/FusedBatchNormV3";
                readonly layer: 10;
                readonly shape: [1, 7, 7, 72];
            }];
        };
    };
};