/**
* @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 } from './common';
/** Different output types. */
export declare enum OutputType {
CATEGORY_MASK = 1,
CONFIDENCE_MASK = 2,
UNSPECIFIED = 0
}
/** ImageSegmenterOptions proto instance. */
export declare interface ImageSegmenterOptions {
getOutputType(): OutputType;
setOutputType(value: OutputType): ImageSegmenterOptions;
hasOutputType(): boolean;
getNumThreads(): number;
setNumThreads(value: number): ImageSegmenterOptions;
hasNumThreads(): boolean;
}
/** SegmentationResult proto instance. */
export declare interface SegmentationResult {
getSegmentationList(): Segmentation[];
}
/** Segmentation proto instance. */
export declare interface Segmentation {
getHeight(): number;
getWidth(): number;
getCategoryMask_asU8(): Uint8Array;
getColoredLabelsList(): ColoredLabel[];
}
/** ColoredLabel proto instance. */
export declare interface ColoredLabel {
getR(): number;
getG(): number;
getB(): number;
getClassName(): string;
getDisplayName(): string;
}
/** ImageSegmenter class type. */
export declare interface ImageSegmenterClass {
/**
* The factory function to create an ImageSegmenter 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?: ImageSegmenterOptions): Promise;
}
export declare class ImageSegmenter extends BaseTaskLibrary {
/** Performs segmentation on the given image-like element. */
segment(input: ImageData | HTMLImageElement | HTMLCanvasElement | HTMLVideoElement): SegmentationResult | undefined;
}