/**
* @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, Class } from './common';
/** ImageClassifierOptions proto instance. */
export declare interface ImageClassifierOptions {
getMaxResults(): number;
setMaxResults(value: number): ImageClassifierOptions;
hasMaxResults(): boolean;
getScoreThreshold(): number;
setScoreThreshold(value: number): ImageClassifierOptions;
hasScoreThreshold(): boolean;
getNumThreads(): number;
setNumThreads(value: number): ImageClassifierOptions;
hasNumThreads(): boolean;
}
/** ClassificationResult proto instance. */
export declare interface ClassificationResult {
getClassificationsList(): Classification[];
}
/** Classification proto instance. */
export declare interface Classification {
getClassesList(): Class[];
}
/** ImageClassifier class type. */
export declare interface ImageClassifierClass {
/**
* The factory function to create an ImageClassifier 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?: ImageClassifierOptions): Promise;
}
/** The main ImageClassifier class interface. */
export declare class ImageClassifier extends BaseTaskLibrary {
/** Performs classification on the given image-like element. */
classify(input: ImageData | HTMLImageElement | HTMLCanvasElement | HTMLVideoElement): ClassificationResult | undefined;
}