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samples/face_tracking_sample.cpp
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41
samples/face_tracking_sample.cpp
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#include "../nodes/vp_file_src_node.h"
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#include "../nodes/infers/vp_yunet_face_detector_node.h"
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#include "../nodes/infers/vp_sface_feature_encoder_node.h"
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#include "../nodes/track/vp_sort_track_node.h"
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#include "../nodes/osd/vp_face_osd_node.h"
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#include "../nodes/vp_screen_des_node.h"
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#include "../utils/analysis_board/vp_analysis_board.h"
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/*
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* ## face tracking sample ##
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* track for multi faces using vp_sort_track_node.
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*/
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int main() {
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VP_SET_LOG_INCLUDE_CODE_LOCATION(false);
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VP_SET_LOG_INCLUDE_THREAD_ID(false);
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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/face.mp4");
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auto yunet_face_detector_0 = std::make_shared<vp_nodes::vp_yunet_face_detector_node>("yunet_face_detector_0", "./vp_data/models/face/face_detection_yunet_2022mar.onnx");
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auto sface_face_encoder_0 = std::make_shared<vp_nodes::vp_sface_feature_encoder_node>("sface_face_encoder_0", "./vp_data/models/face/face_recognition_sface_2021dec.onnx");
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auto track_0 = std::make_shared<vp_nodes::vp_sort_track_node>("track_0", vp_nodes::vp_track_for::FACE); // track for face
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auto osd_0 = std::make_shared<vp_nodes::vp_face_osd_node>("osd_0");
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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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// construct pipeline
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yunet_face_detector_0->attach_to({file_src_0});
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sface_face_encoder_0->attach_to({yunet_face_detector_0});
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track_0->attach_to({sface_face_encoder_0});
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osd_0->attach_to({track_0});
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screen_des_0->attach_to({osd_0});
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file_src_0->start();
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// for debug purpose
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vp_utils::vp_analysis_board board({file_src_0});
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board.display();
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}
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