import * as tf from '@tensorflow/tfjs';
export interface IClasses {
    [index: string]: number;
}
export interface IData {
    classes: IClasses;
    [index: string]: IImageData;
}
export interface IImageData {
    xs?: tf.Tensor;
    ys?: tf.Tensor2D;
}
export interface ICollectedData {
    classes: IClasses;
    xs?: tf.Tensor;
    ys?: tf.Tensor2D;
}
export interface IParams {
    [index: string]: any;
    batchSize?: number;
    epochs?: number;
}
export declare type TypedArray = Int8Array | Uint8Array | Int16Array | Uint16Array | Int32Array | Uint32Array | Uint8ClampedArray | Float32Array | Float64Array;
export interface IArgs {
    pretrainedModel?: string | tf.Model;
    trainingModel?: tf.Model | Function;
    onLoadStart?: Function;
    onLoadComplete?: Function;
    onAddDataStart?: Function;
    onAddDataComplete?: Function;
    onClearDataStart?: Function;
    onClearDataComplete?: Function;
    onTrainStart?: Function;
    onTrainComplete?: Function;
    onPredictComplete?: Function;
    onPredictStart?: Function;
    onEvaluateStart?: Function;
    onEvaluateComplete?: Function;
    onSaveStart?: Function;
    onSaveComplete?: Function;
}