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samples/firesmoke_detect_sample.cpp
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46
samples/firesmoke_detect_sample.cpp
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#include "../nodes/vp_file_src_node.h"
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#include "../nodes/infers/vp_yolo_detector_node.h"
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#include "../nodes/osd/vp_osd_node.h"
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#include "../nodes/vp_split_node.h"
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#include "../nodes/vp_screen_des_node.h"
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#include "../nodes/vp_rtsp_des_node.h"
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#include "../utils/analysis_board/vp_analysis_board.h"
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/*
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* ## firesmoke_detect_sample ##
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* detect firesmoke using yolo.
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*/
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int main() {
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VP_SET_LOG_LEVEL(vp_utils::vp_log_level::INFO);
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VP_LOGGER_INIT();
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// create nodes
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auto file_src_0 = std::make_shared<vp_nodes::vp_file_src_node>("file_src_0", 0, "./vp_data/test_video/smoke2.mp4", 0.5);
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auto file_src_1 = std::make_shared<vp_nodes::vp_file_src_node>("file_src_1", 1, "./vp_data/test_video/fire.mp4", 0.5);
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auto yolo_detector = std::make_shared<vp_nodes::vp_yolo_detector_node>("firesmoke_detector", "./vp_data/models/det_cls/firesmoke_yolov5s.onnx", "", "./vp_data/models/det_cls/firesmoke_3classes.txt", 640, 384);
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auto osd = std::make_shared<vp_nodes::vp_osd_node>("osd");
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auto split = std::make_shared<vp_nodes::vp_split_node>("split_by_channel", true);
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auto screen_des_0 = std::make_shared<vp_nodes::vp_screen_des_node>("screen_des_0", 0);
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auto srceen_des_1 = std::make_shared<vp_nodes::vp_screen_des_node>("screen_des_1", 1);
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// construct pipeline
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yolo_detector->attach_to({file_src_0, file_src_1});
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osd->attach_to({yolo_detector});
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split->attach_to({osd});
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screen_des_0->attach_to({split});
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srceen_des_1->attach_to({split});
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file_src_0->start();
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file_src_1->start();
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// for debug purpose
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vp_utils::vp_analysis_board board({file_src_0, file_src_1});
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board.display(1, false);
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std::string wait;
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std::getline(std::cin, wait);
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file_src_0->detach_recursively();
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file_src_1->detach_recursively();
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}
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