@tensorflow/tfjs-core
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Hardware-accelerated JavaScript library for machine intelligence
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TypeScript
/**
* @license
* Copyright 2020 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.
* =============================================================================
*/
/// <amd-module name="@tensorflow/tfjs-core/dist/ops/image/resize_bilinear" />
import { Tensor3D, Tensor4D } from '../../tensor';
import { TensorLike } from '../../types';
/**
* Bilinear resize a single 3D image or a batch of 3D images to a new shape.
*
* @param images The images, of rank 4 or rank 3, of shape
* `[batch, height, width, inChannels]`. If rank 3, batch of 1 is assumed.
* @param size The new shape `[newHeight, newWidth]` to resize the
* images to. Each channel is resized individually.
* @param alignCorners Defaults to `false`. If true, rescale
* input by `(new_height - 1) / (height - 1)`, which exactly aligns the 4
* corners of images and resized images. If false, rescale by
* `new_height / height`. Treat similarly the width dimension.
* @param halfPixelCenters Defaults to `false`. Whether to assume pixel centers
* are at 0.5, which would make the floating point coordinates of the top
* left pixel 0.5, 0.5.
*
* @doc {heading: 'Operations', subheading: 'Images', namespace: 'image'}
*/
declare function resizeBilinear_<T extends Tensor3D | Tensor4D>(images: T | TensorLike, size: [number, number], alignCorners?: boolean, halfPixelCenters?: boolean): T;
export declare const resizeBilinear: typeof resizeBilinear_;
export {};