#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_sync_node.h" #include "../nodes/vp_screen_des_node.h" #include "../nodes/vp_rtsp_des_node.h" #include "../utils/analysis_board/vp_analysis_board.h" /* * ## firesmoke_detect_sample ## * detect firesmoke using yolo. */ 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/smoke2.mp4", 0.5); auto file_src_1 = std::make_shared("file_src_1", 1, "./vp_data/test_video/fire.mp4", 0.5); auto split0 = std::make_shared("split0", false, true); // split by deep-copy not by channel! auto yolo_detector0 = std::make_shared("firesmoke_detector", "./vp_data/models/det_cls/firesmoke_yolov5s.onnx", "", "./vp_data/models/det_cls/firesmoke_3classes.txt", 640, 384); auto yolo_detector1 = std::make_shared("yolo_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"); auto osd = std::make_shared("osd"); auto sync = std::make_shared("sync"); auto screen_des_0 = std::make_shared("screen_des_0", 0); auto screen_des_1 = std::make_shared("screen_des_1", 1); auto split = std::make_shared("split", true); // split by deep-copy not by channel! // construct pipeline split0->attach_to({file_src_0,file_src_1}); yolo_detector0->attach_to({split0}); yolo_detector1->attach_to({split0}); sync->attach_to({yolo_detector0, yolo_detector1}); osd->attach_to({sync}); split->attach_to({osd}); screen_des_0->attach_to({split}); screen_des_1->attach_to({split}); file_src_0->start(); file_src_1->start(); // create nodes auto file_src_01 = std::make_shared("file_src_01", 2, "./vp_data/test_video/smoke2.mp4", 0.5); auto file_src_11 = std::make_shared("file_src_11", 3, "./vp_data/test_video/fire.mp4", 0.5); auto split01 = std::make_shared("split01", false, true); // split by deep-copy not by channel! auto yolo_detector01 = std::make_shared("firesmoke_detector1", "./vp_data/models/det_cls/firesmoke_yolov5s.onnx", "", "./vp_data/models/det_cls/firesmoke_3classes.txt", 640, 384); auto yolo_detector11 = std::make_shared("yolo_detector1", "./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"); auto osd1 = std::make_shared("osd1"); auto sync1 = std::make_shared("sync1"); auto screen_des_01 = std::make_shared("screen_des_01", 2); auto screen_des_11 = std::make_shared("screen_des_11", 3); auto split1 = std::make_shared("split1", true); // split by deep-copy not by channel! // construct pipeline split01->attach_to({file_src_01,file_src_11}); yolo_detector01->attach_to({split01}); yolo_detector11->attach_to({split01}); sync1->attach_to({yolo_detector01, yolo_detector11}); osd1->attach_to({sync1}); split1->attach_to({osd1}); screen_des_01->attach_to({split1}); screen_des_11->attach_to({split1}); file_src_01->start(); file_src_11->start(); // for debug purpose //vp_utils::vp_analysis_board board({file_src_0, file_src_1,file_src_01,file_src_11}); //board.display(1, false); std::string wait; std::getline(std::cin, wait); file_src_0->detach_recursively(); file_src_1->detach_recursively(); file_src_01->detach_recursively(); file_src_11->detach_recursively(); }