// Copyright (c) 2020 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 #include #include #include #include #include #include namespace PaddleOCR { std::vector Utility::ReadDict(const std::string &path) { std::ifstream in(path); std::string line; std::vector m_vec; if (in) { while (getline(in, line)) { m_vec.push_back(line); } } else { std::cout << "no such label file: " << path << ", exit the program..." << std::endl; exit(1); } return m_vec; } void Utility::VisualizeBboxes( const cv::Mat &srcimg, const std::vector>> &boxes) { cv::Mat img_vis; srcimg.copyTo(img_vis); for (int n = 0; n < boxes.size(); n++) { cv::Point rook_points[4]; for (int m = 0; m < boxes[n].size(); m++) { rook_points[m] = cv::Point(int(boxes[n][m][0]), int(boxes[n][m][1])); } const cv::Point *ppt[1] = {rook_points}; int npt[] = {4}; cv::polylines(img_vis, ppt, npt, 1, 1, CV_RGB(0, 255, 0), 2, 8, 0); } cv::imwrite("./ocr_vis.png", img_vis); std::cout << "The detection visualized image saved in ./ocr_vis.png" << std::endl; } // list all files under a directory void Utility::GetAllFiles(const char *dir_name, std::vector &all_inputs) { if (NULL == dir_name) { std::cout << " dir_name is null ! " << std::endl; return; } struct stat s; lstat(dir_name, &s); if (!S_ISDIR(s.st_mode)) { std::cout << "dir_name is not a valid directory !" << std::endl; all_inputs.push_back(dir_name); return; } else { struct dirent *filename; // return value for readdir() DIR *dir; // return value for opendir() dir = opendir(dir_name); if (NULL == dir) { std::cout << "Can not open dir " << dir_name << std::endl; return; } std::cout << "Successfully opened the dir !" << std::endl; while ((filename = readdir(dir)) != NULL) { if (strcmp(filename->d_name, ".") == 0 || strcmp(filename->d_name, "..") == 0) continue; // img_dir + std::string("/") + all_inputs[0]; all_inputs.push_back(dir_name + std::string("/") + std::string(filename->d_name)); } } } cv::Mat Utility::GetRotateCropImage(const cv::Mat &srcimage, std::vector> box) { cv::Mat image; srcimage.copyTo(image); std::vector> points = box; int x_collect[4] = {box[0][0], box[1][0], box[2][0], box[3][0]}; int y_collect[4] = {box[0][1], box[1][1], box[2][1], box[3][1]}; int left = int(*std::min_element(x_collect, x_collect + 4)); int right = int(*std::max_element(x_collect, x_collect + 4)); int top = int(*std::min_element(y_collect, y_collect + 4)); int bottom = int(*std::max_element(y_collect, y_collect + 4)); cv::Mat img_crop; image(cv::Rect(left, top, right - left, bottom - top)).copyTo(img_crop); for (int i = 0; i < points.size(); i++) { points[i][0] -= left; points[i][1] -= top; } int img_crop_width = int(sqrt(pow(points[0][0] - points[1][0], 2) + pow(points[0][1] - points[1][1], 2))); int img_crop_height = int(sqrt(pow(points[0][0] - points[3][0], 2) + pow(points[0][1] - points[3][1], 2))); cv::Point2f pts_std[4]; pts_std[0] = cv::Point2f(0., 0.); pts_std[1] = cv::Point2f(img_crop_width, 0.); pts_std[2] = cv::Point2f(img_crop_width, img_crop_height); pts_std[3] = cv::Point2f(0.f, img_crop_height); cv::Point2f pointsf[4]; pointsf[0] = cv::Point2f(points[0][0], points[0][1]); pointsf[1] = cv::Point2f(points[1][0], points[1][1]); pointsf[2] = cv::Point2f(points[2][0], points[2][1]); pointsf[3] = cv::Point2f(points[3][0], points[3][1]); cv::Mat M = cv::getPerspectiveTransform(pointsf, pts_std); cv::Mat dst_img; cv::warpPerspective(img_crop, dst_img, M, cv::Size(img_crop_width, img_crop_height), cv::BORDER_REPLICATE); if (float(dst_img.rows) >= float(dst_img.cols) * 1.5) { cv::Mat srcCopy = cv::Mat(dst_img.rows, dst_img.cols, dst_img.depth()); cv::transpose(dst_img, srcCopy); cv::flip(srcCopy, srcCopy, 0); return srcCopy; } else { return dst_img; } } std::vector Utility::argsort(const std::vector& array) { const int array_len(array.size()); std::vector array_index(array_len, 0); for (int i = 0; i < array_len; ++i) array_index[i] = i; std::sort(array_index.begin(), array_index.end(), [&array](int pos1, int pos2) {return (array[pos1] < array[pos2]); }); return array_index; } } // namespace PaddleOCR