import * as tf from '@tensorflow/tfjs-core';
import { TfjsImageRecognitionBase } from 'tfjs-image-recognition-base';
export declare type PointwiseConvParams = {
    filters: tf.Tensor4D;
    batch_norm_offset: tf.Tensor1D;
};
export declare namespace MobileNetV1 {
    type DepthwiseConvParams = {
        filters: tf.Tensor4D;
        batch_norm_scale: tf.Tensor1D;
        batch_norm_offset: tf.Tensor1D;
        batch_norm_mean: tf.Tensor1D;
        batch_norm_variance: tf.Tensor1D;
    };
    type ConvPairParams = {
        depthwise_conv: DepthwiseConvParams;
        pointwise_conv: PointwiseConvParams;
    };
    type Params = {
        conv_0: PointwiseConvParams;
        conv_1: ConvPairParams;
        conv_2: ConvPairParams;
        conv_3: ConvPairParams;
        conv_4: ConvPairParams;
        conv_5: ConvPairParams;
        conv_6: ConvPairParams;
        conv_7: ConvPairParams;
        conv_8: ConvPairParams;
        conv_9: ConvPairParams;
        conv_10: ConvPairParams;
        conv_11: ConvPairParams;
        conv_12: ConvPairParams;
        conv_13: ConvPairParams;
    };
}
export declare type BoxPredictionParams = {
    box_encoding_predictor: TfjsImageRecognitionBase.ConvParams;
    class_predictor: TfjsImageRecognitionBase.ConvParams;
};
export declare type PredictionLayerParams = {
    conv_0: PointwiseConvParams;
    conv_1: PointwiseConvParams;
    conv_2: PointwiseConvParams;
    conv_3: PointwiseConvParams;
    conv_4: PointwiseConvParams;
    conv_5: PointwiseConvParams;
    conv_6: PointwiseConvParams;
    conv_7: PointwiseConvParams;
    box_predictor_0: BoxPredictionParams;
    box_predictor_1: BoxPredictionParams;
    box_predictor_2: BoxPredictionParams;
    box_predictor_3: BoxPredictionParams;
    box_predictor_4: BoxPredictionParams;
    box_predictor_5: BoxPredictionParams;
};
export declare type OutputLayerParams = {
    extra_dim: tf.Tensor3D;
};
export declare type NetParams = {
    mobilenetv1: MobileNetV1.Params;
    prediction_layer: PredictionLayerParams;
    output_layer: OutputLayerParams;
};
