// // Created by tunm on 2023/1/26. // #include #include "hyper_lpr_sdk.h" #include "opencv2/opencv.hpp" static const std::vector TYPES = {"蓝牌", "黄牌单层", "白牌单层", "绿牌新能源", "黑牌港澳", "香港单层", "香港双层", "澳门单层", "澳门双层", "黄牌双层"}; int main(int argc, char **argv) { char *model_path = argv[1]; char *image_path = argv[2]; cv::Mat image = cv::imread(image_path); // create ImageData HLPR_ImageData data = {0}; data.data = image.ptr(0); data.width = image.cols; data.height = image.rows; data.format = STREAM_BGR; data.rotation = CAMERA_ROTATION_0; // create DataBuffer P_HLPR_DataBuffer buffer = HLPR_CreateDataBuffer(&data); // create context HLPR_ContextConfiguration configuration = {0}; configuration.models_path = model_path; configuration.max_num = 5; configuration.det_level = DETECT_LEVEL_LOW; configuration.use_half = false; configuration.nms_threshold = 0.5f; configuration.rec_confidence_threshold = 0.5f; configuration.box_conf_threshold = 0.30f; configuration.threads = 1; P_HLPR_Context ctx = HLPR_CreateContext(&configuration); HREESULT ret = HLPR_ContextQueryStatus(ctx); if (ret != HResultCode::Ok) { printf("create error.\n"); return -1; } // exec plate recognition HLPR_PlateResultList results = {0}; double time; time = (double)cv::getTickCount(); HLPR_ContextUpdateStream(ctx, buffer, &results); time = ((double)cv::getTickCount() - time) / cv::getTickFrequency(); printf("cost: %f\n", time); for (int i = 0; i < results.plate_size; ++i) { std::string type; if (results.plates[i].type == HLPR_PlateType::PLATE_TYPE_UNKNOWN) { type = "未知"; } else { type = TYPES[results.plates[i].type]; } cv::rectangle(image, cv::Point2f(results.plates[i].x1, results.plates[i].y1), cv::Point2f(results.plates[i].x2, results.plates[i].y2), cv::Scalar(100, 100, 200), 3); printf("<%d> %s, %s, %f\n", i + 1, type.c_str(), results.plates[i].code, results.plates[i].text_confidence); } // cv::imwrite("out.jpg", image); cv::imshow("out", image); cv::waitKey(0); // release buffer HLPR_ReleaseDataBuffer(buffer); // release context HLPR_ReleaseContext(ctx); return 0; }