/**
* @license
* Copyright 2021 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
///
import { BaseTaskLibrary, Category } from './common';
/** Classification options to identify input and ouptut tensors of the model. */
export declare interface NLClassifierOptions {
inputTensorIndex: number;
outputScoreTensorIndex: number;
outputLabelTensorIndex: number;
inputTensorName: string;
outputScoreTensorName: string;
outputLabelTensorName: string;
}
/** NLClassifier class type. */
export declare interface NLClassifierClass {
/**
* The factory function to create a NLClassifier instance.
*
* @param model The path to load the TFLite model from, or the model content
* in memory.
* @param options Available options.
*/
create(model: string | ArrayBuffer, options: NLClassifierOptions): Promise;
}
/** The main NLClassifier class interface. */
export declare interface NLClassifier extends BaseTaskLibrary {
/** Performs classification on a string input, returns classified results. */
classify(input: string): Category[] | undefined;
}