// 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. #pragma once #include namespace PaddleOCR { struct OCRPredictResult { std::vector> box; std::string text; float score = -1.0; float cls_score; int cls_label = -1; }; struct StructurePredictResult { std::vector box; std::vector> cell_box; std::string type; std::vector text_res; std::string html; float html_score = -1; float confidence; }; class Utility { public: static std::vector ReadDict(const std::string &path) noexcept; static void VisualizeBboxes(const cv::Mat &srcimg, const std::vector &ocr_result, const std::string &save_path) noexcept; static void VisualizeBboxes(const cv::Mat &srcimg, const StructurePredictResult &structure_result, const std::string &save_path) noexcept; template inline static size_t argmax(ForwardIterator first, ForwardIterator last) noexcept { return std::distance(first, std::max_element(first, last)); } static void GetAllFiles(const char *dir_name, std::vector &all_inputs) noexcept; static cv::Mat GetRotateCropImage(const cv::Mat &srcimage, const std::vector> &box) noexcept; static std::vector argsort(const std::vector &array) noexcept; static std::string basename(const std::string &filename) noexcept; static bool PathExists(const char *path) noexcept; static inline bool PathExists(const std::string &path) noexcept { return PathExists(path.c_str()); } static void CreateDir(const char *path) noexcept; static inline void CreateDir(const std::string &path) noexcept { CreateDir(path.c_str()); } static void print_result(const std::vector &ocr_result) noexcept; static cv::Mat crop_image(const cv::Mat &img, const std::vector &area) noexcept; static cv::Mat crop_image(const cv::Mat &img, const std::vector &area) noexcept; static void sort_boxes(std::vector &ocr_result) noexcept; static std::vector xyxyxyxy2xyxy(const std::vector> &box) noexcept; static std::vector xyxyxyxy2xyxy(const std::vector &box) noexcept; static float fast_exp(float x) noexcept; static std::vector activation_function_softmax(const std::vector &src) noexcept; static float iou(const std::vector &box1, const std::vector &box2) noexcept; static float iou(const std::vector &box1, const std::vector &box2) noexcept; private: static bool comparison_box(const OCRPredictResult &result1, const OCRPredictResult &result2) noexcept { if (result1.box[0][1] < result2.box[0][1]) { return true; } else if (result1.box[0][1] == result2.box[0][1]) { return result1.box[0][0] < result2.box[0][0]; } else { return false; } } }; } // namespace PaddleOCR