// 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 "glog/logging.h" #include "omp.h" #include "opencv2/core.hpp" #include "opencv2/imgcodecs.hpp" #include "opencv2/imgproc.hpp" #include #include #include #include #include #include #include #include #include #include #include using namespace std; using namespace cv; using namespace PaddleOCR; int main(int argc, char **argv) { if (argc < 3) { std::cerr << "[ERROR] usage: " << argv[0] << " configure_filepath image_path\n"; exit(1); } OCRConfig config(argv[1]); config.PrintConfigInfo(); std::string img_path(argv[2]); cv::Mat srcimg = cv::imread(img_path, cv::IMREAD_COLOR); DBDetector det(config.det_model_dir, config.use_gpu, config.gpu_id, config.gpu_mem, config.cpu_math_library_num_threads, config.use_mkldnn, config.max_side_len, config.det_db_thresh, config.det_db_box_thresh, config.det_db_unclip_ratio, config.visualize); Classifier *cls = nullptr; if (config.use_angle_cls == true) { cls = new Classifier(config.cls_model_dir, config.use_gpu, config.gpu_id, config.gpu_mem, config.cpu_math_library_num_threads, config.use_mkldnn, config.cls_thresh); } CRNNRecognizer rec(config.rec_model_dir, config.use_gpu, config.gpu_id, config.gpu_mem, config.cpu_math_library_num_threads, config.use_mkldnn, config.char_list_file); #ifdef USE_MKL #pragma omp parallel for (auto i = 0; i < 10; i++) { LOG_IF(WARNING, config.cpu_math_library_num_threads != omp_get_num_threads()) << "WARNING! MKL is running on " << omp_get_num_threads() << " threads while cpu_math_library_num_threads is set to " << config.cpu_math_library_num_threads << ". Possible reason could be 1. You have set omp_set_num_threads() " "somewhere; 2. MKL is not linked properly"; } #endif auto start = std::chrono::system_clock::now(); std::vector>> boxes; det.Run(srcimg, boxes); rec.Run(boxes, srcimg, cls); auto end = std::chrono::system_clock::now(); auto duration = std::chrono::duration_cast(end - start); std::cout << "花费了" << double(duration.count()) * std::chrono::microseconds::period::num / std::chrono::microseconds::period::den << "秒" << std::endl; return 0; }