/**
* @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 { ImageClassifier as TaskLibraryImageClassifier } from '../types/image_classifier';
import { BaseTaskLibraryClient, Class, CommonTaskLibraryOptions } from './common';
/** ImageClassifier options. */
export interface ImageClassifierOptions extends CommonTaskLibraryOptions {
/**
* Maximum number of top scored results to return. If < 0, all results will
* be returned. If 0, an invalid argument error is returned.
*/
maxResults?: number;
/**
* Score threshold in [0,1), overrides the ones provided in the model metadata
* (if any). Results below this value are rejected.
*/
scoreThreshold?: number;
}
/**
* Client for ImageClassifier TFLite Task Library.
*
* It is a wrapper around the underlying javascript API to make it more
* convenient to use. See comments in the corresponding type declaration file in
* src/types for more info.
*/
export declare class ImageClassifier extends BaseTaskLibraryClient {
protected instance: TaskLibraryImageClassifier;
constructor(instance: TaskLibraryImageClassifier);
static create(model: string | ArrayBuffer, options?: ImageClassifierOptions): Promise;
classify(input: ImageData | HTMLImageElement | HTMLCanvasElement | HTMLVideoElement): Class[];
}