// Copyright (c) 2022 PaddlePaddle Authors. 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. #include "fastdeploy/vision/visualize/segmentation_arm.h" #include "fastdeploy/vision/visualize/visualize.h" #include "opencv2/highgui.hpp" #include "opencv2/imgproc/imgproc.hpp" namespace fastdeploy { namespace vision { static cv::Mat VisSegmentationCommonCpu(const cv::Mat& im, const SegmentationResult& result, float weight) { // Use the native c++ version without any optimization. auto color_map = GenerateColorMap(1000); int64_t height = result.shape[0]; int64_t width = result.shape[1]; auto vis_img = cv::Mat(height, width, CV_8UC3); int64_t index = 0; for (int i = 0; i < height; i++) { for (int j = 0; j < width; j++) { int category_id = result.label_map[index++]; if (category_id == 0) { vis_img.at(i, j)[0] = im.at(i, j)[0]; vis_img.at(i, j)[1] = im.at(i, j)[1]; vis_img.at(i, j)[2] = im.at(i, j)[2]; } else { vis_img.at(i, j)[0] = color_map[3 * category_id + 0]; vis_img.at(i, j)[1] = color_map[3 * category_id + 1]; vis_img.at(i, j)[2] = color_map[3 * category_id + 2]; } } } cv::addWeighted(im, 1.0 - weight, vis_img, weight, 0, vis_img); return vis_img; } cv::Mat VisSegmentation(const cv::Mat& im, const SegmentationResult& result, float weight) { // TODO: Support SSE/AVX on x86_64 platforms #ifdef __ARM_NEON return VisSegmentationNEON(im, result, weight, true); #else return VisSegmentationCommonCpu(im, result, weight); #endif } cv::Mat Visualize::VisSegmentation(const cv::Mat& im, const SegmentationResult& result) { FDWARNING << "DEPRECATED: fastdeploy::vision::Visualize::VisSegmentation is " "deprecated, please use fastdeploy::vision:VisSegmentation " "function instead." << std::endl; #ifdef __ARM_NEON return VisSegmentationNEON(im, result, 0.5f, true); #else return VisSegmentationCommonCpu(im, result, 0.5f); #endif } } // namespace vision } // namespace fastdeploy