// 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 "opencv2/core.hpp" #include "opencv2/imgcodecs.hpp" #include "opencv2/imgproc.hpp" #include #include #include #include using namespace PaddleOCR; void check_params() { if (FLAGS_det) { if (FLAGS_det_model_dir.empty() || FLAGS_image_dir.empty()) { std::cout << "Usage[det]: ./ppocr " "--det_model_dir=/PATH/TO/DET_INFERENCE_MODEL/ " << "--image_dir=/PATH/TO/INPUT/IMAGE/" << std::endl; exit(1); } } if (FLAGS_rec) { if (FLAGS_rec_model_dir.empty() || FLAGS_image_dir.empty()) { std::cout << "Usage[rec]: ./ppocr " "--rec_model_dir=/PATH/TO/REC_INFERENCE_MODEL/ " << "--image_dir=/PATH/TO/INPUT/IMAGE/" << std::endl; exit(1); } } if (FLAGS_cls && FLAGS_use_angle_cls) { if (FLAGS_cls_model_dir.empty() || FLAGS_image_dir.empty()) { std::cout << "Usage[cls]: ./ppocr " << "--cls_model_dir=/PATH/TO/REC_INFERENCE_MODEL/ " << "--image_dir=/PATH/TO/INPUT/IMAGE/" << std::endl; exit(1); } } if (FLAGS_precision != "fp32" && FLAGS_precision != "fp16" && FLAGS_precision != "int8") { cout << "precison should be 'fp32'(default), 'fp16' or 'int8'. " << endl; exit(1); } } int main(int argc, char **argv) { // Parsing command-line google::ParseCommandLineFlags(&argc, &argv, true); check_params(); if (!Utility::PathExists(FLAGS_image_dir)) { std::cerr << "[ERROR] image path not exist! image_dir: " << FLAGS_image_dir << endl; exit(1); } std::vector cv_all_img_names; cv::glob(FLAGS_image_dir, cv_all_img_names); std::cout << "total images num: " << cv_all_img_names.size() << endl; PaddleOCR::PaddleOCR ocr = PaddleOCR::PaddleOCR(); std::vector> ocr_results = ocr.ocr(cv_all_img_names, FLAGS_det, FLAGS_rec, FLAGS_cls); for (int i = 0; i < cv_all_img_names.size(); ++i) { if (FLAGS_benchmark) { cout << cv_all_img_names[i] << '\t'; for (int n = 0; n < ocr_results[i].size(); n++) { for (int m = 0; m < ocr_results[i][n].box.size(); m++) { cout << ocr_results[i][n].box[m][0] << ' ' << ocr_results[i][n].box[m][1] << ' '; } } cout << endl; } else { cout << cv_all_img_names[i] << "\n"; Utility::print_result(ocr_results[i]); if (FLAGS_visualize && FLAGS_det) { cv::Mat srcimg = cv::imread(cv_all_img_names[i], cv::IMREAD_COLOR); if (!srcimg.data) { std::cerr << "[ERROR] image read failed! image path: " << cv_all_img_names[i] << endl; exit(1); } std::string file_name = Utility::basename(cv_all_img_names[i]); Utility::VisualizeBboxes(srcimg, ocr_results[i], FLAGS_output + "/" + file_name); } cout << "***************************" << endl; } } }