/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * Copyright (c) 2019 Konduit K.K. * * This program and the accompanying materials are made available under the * terms of the Apache License, Version 2.0 which is available at * https://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. * * SPDX-License-Identifier: Apache-2.0 ******************************************************************************/ // // @author sgazeos@gmail.com // #ifndef __IMAGE_RESIZE_HELPERS__ #define __IMAGE_RESIZE_HELPERS__ #include #include namespace nd4j { namespace ops { namespace helpers { enum ImageResizeMethods { kResizeBilinear = 1, kResizeBicubic, kResizeNearest, kResizeGaussian, kResizeLanczos5, kResizeMitchelcubic, kResizeArea }; int resizeBilinearFunctor(nd4j::LaunchContext * context, NDArray const* image, int width, int height, bool center, NDArray* output); int resizeNeighborFunctor(nd4j::LaunchContext * context, NDArray const* image, int width, int height, bool center, NDArray* output); int resizeBicubicFunctor(nd4j::LaunchContext * context, NDArray const* image, int width, int height, bool preserveAspectRatio, bool antialias, NDArray* output); int resizeBicubicFunctorA(nd4j::LaunchContext * context, NDArray const* image, int width, int height, bool const alignCorners, bool const halfPixelAlign, NDArray* output); int resizeFunctor(nd4j::LaunchContext * context, NDArray const* image, int width, int height, ImageResizeMethods method, bool preserveAspectRatio, bool antialias, NDArray* output); void cropAndResizeFunctor(nd4j::LaunchContext * context, NDArray const* images, NDArray const* boxes, NDArray const* indices, NDArray const* cropSize, int method, double extrapolationVal, NDArray* crops); } } } #endif