// 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/utils/utils.h" namespace fastdeploy { namespace vision { namespace utils { bool CropImageByBox(Mat& src_im, Mat* dst_im, const std::vector& box, std::vector* center, std::vector* scale, const float expandratio) { const cv::Mat* img = src_im.GetOpenCVMat(); cv::Mat* crop_img = dst_im->GetOpenCVMat(); int xmin = static_cast(box[0]); int ymin = static_cast(box[1]); int xmax = static_cast(box[2]); int ymax = static_cast(box[3]); float centerx = (xmin + xmax) / 2.0f; float centery = (ymin + ymax) / 2.0f; float half_h = (ymax - ymin) * (1 + expandratio) / 2.0f; float half_w = (xmax - xmin) * (1 + expandratio) / 2.0f; // adjust h or w to keep image ratio, expand the shorter edge if (half_h * 3 > half_w * 4) { half_w = half_h * 0.75; } int crop_xmin = std::max(0, static_cast(centerx - half_w)); int crop_ymin = std::max(0, static_cast(centery - half_h)); int crop_xmax = std::min(img->cols - 1, static_cast(centerx + half_w)); int crop_ymax = std::min(img->rows - 1, static_cast(centery + half_h)); crop_img->create(crop_ymax - crop_ymin, crop_xmax - crop_xmin, img->type()); *crop_img = (*img)(cv::Range(crop_ymin, crop_ymax), cv::Range(crop_xmin, crop_xmax)); center->clear(); center->emplace_back((crop_xmin + crop_xmax) / 2.0f); center->emplace_back((crop_ymin + crop_ymax) / 2.0f); scale->clear(); scale->emplace_back((crop_xmax - crop_xmin)); scale->emplace_back((crop_ymax - crop_ymin)); dst_im->SetWidth(crop_img->cols); dst_im->SetHeight(crop_img->rows); return true; } } // namespace utils } // namespace vision } // namespace fastdeploy