#include "../nodes/vp_file_src_node.h" #include "../nodes/infers/vp_yolo_detector_node.h" #include "../nodes/osd/vp_osd_node.h" #include "../nodes/vp_split_node.h" #include "../nodes/vp_screen_des_node.h" #include "../nodes/vp_rtsp_des_node.h" #include "../utils/analysis_board/vp_analysis_board.h" /* * ## multi_detectors_sample ## * detect obstacles AND vehicles using yolo on road. */ int main() { VP_SET_LOG_LEVEL(vp_utils::vp_log_level::INFO); VP_LOGGER_INIT(); // create nodes auto file_src_0 = std::make_shared("file_src_0", 0, "./vp_data/test_video/unclear.mp4", 0.5); auto file_src_1 = std::make_shared("file_src_1", 1, "./vp_data/test_video/roadblock.mp4", 0.6); auto obstacle_detector = std::make_shared("obstacle_detector", "./vp_data/models/det_cls/obstacles_yolov5s.onnx", "", "./vp_data/models/det_cls/obstacles_2classes.txt", 640, 640); // MUST set class_id_offset for the 2nd detector which is equal with total classes of the 1st detectors auto vehicle_detector = std::make_shared("vehicle_detector", "./vp_data/models/det_cls/yolov3-tiny-2022-0721_best.weights", "./vp_data/models/det_cls/yolov3-tiny-2022-0721.cfg", "./vp_data/models/det_cls/yolov3_tiny_5classes.txt", 416, 416, 1, 2); auto osd = std::make_shared("osd"); auto split = std::make_shared("split_by_channel", true); auto screen_des_0 = std::make_shared("screen_des_0", 0); auto srceen_des_1 = std::make_shared("screen_des_1", 1); // construct pipeline obstacle_detector->attach_to({file_src_0, file_src_1}); vehicle_detector->attach_to({obstacle_detector}); osd->attach_to({vehicle_detector}); split->attach_to({osd}); screen_des_0->attach_to({split}); srceen_des_1->attach_to({split}); file_src_0->start(); file_src_1->start(); // for debug purpose vp_utils::vp_analysis_board board({file_src_0, file_src_1}); board.display(1, false); std::string wait; std::getline(std::cin, wait); file_src_0->detach_recursively(); file_src_1->detach_recursively(); }