houxiao
2017-08-01 ab5f950eb26752a7a26ea746dd22a41a00b1074a
cleaan up

git-svn-id: http://192.168.1.226/svn/proxy@957 454eff88-639b-444f-9e54-f578c98de674
4个文件已修改
384 ■■■■ 已修改文件
RtspFace/PL_BlockGrouping.cpp 8 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/PL_BlockGrouping.h 2 ●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/PL_SensetimeFaceTrackMultiTrd.cpp 290 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/PL_SensetimeFaceTrackMultiTrd.h 84 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/PL_BlockGrouping.cpp
@@ -470,8 +470,8 @@
    cv::Mat yMat(cv::Size(w, h), CV_8UC1, block.croppedData);
    cv::Mat edges;
    cv::GaussianBlur(yMat, edges, cv::Size(5, 5), 1.5, 1.5);
    //cv::Canny(edges, edges, 50, 100, 3);
    cv::Sobel(yMat, edges, CV_8UC1, 1, 0, 3);
    cv::Canny(edges, edges, 50, 100, 3);
    //cv::Sobel(yMat, edges, CV_8UC1, 1, 0, 3);
    //memcpy(block.croppedData, edges.data, w * h);
@@ -576,8 +576,8 @@
            
            if (calc_canny)
            {
                //float cannyScore = scoring_canny_focus(*iterBlk) * 10.0f;
                //totalScore += in->config.canny_focus * cannyScore;
                float cannyScore = scoring_canny_focus(*iterBlk) * 10.0f;
                totalScore += in->config.canny_focus * cannyScore;
            }
            if (calc_histogram)
            {
RtspFace/PL_BlockGrouping.h
@@ -112,7 +112,7 @@
        get_rect_func(nullptr),
        group_size_min(1 + precfg_interval), group_size_max(2 * (precfg_fps * precfg_delay) / precfg_interval), frame_count_max(precfg_fps * precfg_delay), group_top_n(1),
        block_center_x_diff(100), block_center_y_diff(100),
        block_area_diff(20000), continuity_max(4.0 * precfg_interval), accept_blocks_max_per_frame(1), user_test_group_accept_rect(),
        block_area_diff(20000), continuity_max(8.0 * precfg_interval), accept_blocks_max_per_frame(1), user_test_group_accept_rect(),
        canny_focus(0.3), user_score_1_rate(0.4), histogram_uniformy(0.0), user_score_2_func(nullptr)
    { }
};
RtspFace/PL_SensetimeFaceTrackMultiTrd.cpp
@@ -4,14 +4,37 @@
#include "MediaHelper.h"
#ifdef USE_OPENCV
#include <opencv2/opencv.hpp>
#endif
#include <cv_face.h>
class SensetimeFaceTrackThread {
class SensetimeFaceTrackThread
{
private:
    pthread_t track_thid;
    pthread_mutex_t thd_mutex;
    pthread_mutex_t res_mutex;
    mutable volatile bool thread_running;
    mutable volatile bool buffer_updated;
    mutable volatile bool res_updated;
    mutable volatile bool is_busy;
    unsigned char *image;
    cv_pixel_format pixel_format;
    int image_width;
    int image_height;
    int image_stride;
    int buffer_size;
    cv_face_orientation orientation;
    cv_face_t *p_faces;
    int faces_count;
    cv_result_t track_result;
    SensetimeFaceTrackConfig config;
    st_ff_vect_t faceFeatures;
    cv_handle_t tracker_handle;
public:
    SensetimeFaceTrackThread():
                                image_width(0), image_height(0),
@@ -22,7 +45,8 @@
    {
    }
    ~SensetimeFaceTrackThread() {
    ~SensetimeFaceTrackThread()
    {
        thread_running = false;
        pthread_mutex_unlock(&thd_mutex);
        pthread_join(track_thid, nullptr);
@@ -35,42 +59,52 @@
        image = nullptr;
    }
    int initial(){
    int initial()
    {
        int ret = pthread_create(&track_thid, NULL, track_thread, this);
        if (ret != 0) {
        if (ret != 0)
        {
            LOGP(ERROR, "pthread_create: %s/n", strerror(ret));
            thread_running = false;
            return ret;
        } else {
        }
        else
        {
            thread_running = true;
        }
        ret = pthread_mutex_init(&thd_mutex, nullptr);
        if (ret != 0) {
        if (ret != 0)
        {
            LOGP(ERROR, "pthread_mutex_init thd_mutex: %s/n", strerror(ret));
            thread_running = false;
            return ret;
        }
        ret = pthread_mutex_init(&res_mutex, nullptr);
        if (ret != 0) {
        if (ret != 0)
        {
            LOGP(ERROR, "pthread_mutex_init res_mutex: %s/n", strerror(ret));
            thread_running = false;
            return ret;
        }
        ret = cv_face_create_tracker(&tracker_handle, nullptr, config.point_size_config);
        if (ret != 0) {
        if (ret != 0)
        {
            LOGP(ERROR, "cv_face_create_tracker: %s/n", strerror(ret));
            thread_running = false;
            return ret;
        }
        ret = cv_face_track_set_detect_face_cnt_limit(tracker_handle, config.detect_face_cnt_limit, nullptr);
        if (ret != 0) {
        if (ret != 0)
        {
            LOGP(ERROR, "cv_face_track_set_detect_face_cnt_limit: %s/n", strerror(ret));
            thread_running = false;
            return ret;
        }
        return ret;
    }
@@ -80,9 +114,10 @@
            int image_width,
            int image_height,
            int image_stride,
            cv_face_orientation orientation = CV_FACE_UP
    ) {
        if(is_busy)return;
            cv_face_orientation orientation = CV_FACE_UP)
    {
        if (is_busy)
            return;
        copy_image(image, image_height, image_stride);
        this->pixel_format = pixel_format;
        this->image_width = image_width;
@@ -91,26 +126,32 @@
        this->orientation = orientation;
        buffer_updated =true;
        int ret = pthread_mutex_unlock(&thd_mutex);
        if (ret != 0) {
        if (ret != 0)
        {
            LOGP(ERROR, "pthread_mutex_unlock: %s/n", strerror(ret));
            thread_running = false;
        }
    }
    int initial_license(char *path) {
    int initial_license(char *path)
    {
        int res = 0;
        FILE *licFile = fopen(path, "rb");
        if (licFile != nullptr) {
        if (licFile != nullptr)
        {
            char licBuffer[1025 * 5] = {'\0'};
            size_t licSize = fread(licBuffer, sizeof(uint8_t), sizeof(licBuffer), licFile);
            fclose(licFile);
            if (licSize > 0) {
            if (licSize > 0)
            {
                res = cv_face_init_license_config(licBuffer);
                LOG_INFO << "cv_face_init_license_config 1 ret=" << res << LOG_ENDL;
                return res;
            }
        } else {
        }
        else
        {
            LOG_WARN << "cv_face_init_license_config 2 errno=" << errno << LOG_ENDL;
            res = errno;
            return res;
@@ -118,30 +159,46 @@
        return res;
    }
    void set_config(SensetimeFaceTrackConfig& cfg){
    void set_config(SensetimeFaceTrackConfig &cfg)
    {
        config = cfg;
    }
    const SensetimeFaceTrackConfig* get_config(){
    const SensetimeFaceTrackConfig *get_config()
    {
        return &config;
    }
    void get_face_features(st_ff_vect_t &res_vector)
    {
        if (!res_updated) return;
        int ret = pthread_mutex_lock(&res_mutex);
        if (ret != 0)
        {
            LOGP(ERROR, "pthread_mutex_lock res_mutex: %s/n", strerror(ret));
            thread_running = false;
        }
        res_vector = faceFeatures;
        ret = pthread_mutex_unlock(&res_mutex);
        res_updated = false;
        if (ret != 0)
        {
            LOGP(ERROR, "pthread_mutex_unlock res_mutex: %s/n", strerror(ret));
            thread_running = false;
        }
    }
private:
    pthread_t track_thid;
    pthread_mutex_t thd_mutex;
    pthread_mutex_t res_mutex;
    mutable volatile bool thread_running;
    mutable volatile bool buffer_updated;
    mutable volatile bool res_updated;
    mutable volatile bool is_busy;
private:
    static void *track_thread(void *Args) {
    static void *track_thread(void *Args)
    {
        SensetimeFaceTrackThread* tracker = (SensetimeFaceTrackThread*)Args;
        while(tracker->thread_running)
        {
            tracker->is_busy = false;
            int ret = pthread_mutex_lock(&tracker->thd_mutex);
            tracker->is_busy = true;
            if (ret != 0) {
            if (ret != 0)
            {
                LOGP(ERROR, "pthread_mutex_lock: %s/n", strerror(ret));
                tracker->thread_running = false;
                break;
@@ -154,22 +211,24 @@
                                                  tracker->orientation, &tracker->p_faces,
                                                  &tracker->faces_count);
            if (ret != 0) {
            if (ret != 0)
            {
                LOGP(ERROR, "cv_face_track: %s/n", strerror(ret));
                tracker->thread_running = false;
                break;
            }
            ret = pthread_mutex_lock(&tracker->res_mutex);
            if (ret != 0) {
            if (ret != 0)
            {
                LOGP(ERROR, "pthread_mutex_lock res_mutex: %s/n", strerror(ret));
                tracker->thread_running = false;
                break;
            }
            tracker->extract_features();
            ret = pthread_mutex_unlock(&tracker->res_mutex);
            if (ret != 0) {
            if (ret != 0)
            {
                LOGP(ERROR, "pthread_mutex_unlock res_mutex: %s/n", strerror(ret));
                tracker->thread_running = false;
                break;
@@ -180,10 +239,13 @@
        }
    }
    void copy_image(const unsigned char *src, int height, int stride){
    void copy_image(const unsigned char *src, int height, int stride)
    {
        int size = height * stride * 1.5;
        if(image_size() < size){
            if(image != nullptr){
        if (image_size() < size)
        {
            if (image != nullptr)
            {
                delete(image);
            }
            image = new unsigned char[size];
@@ -191,16 +253,19 @@
        }
        memcpy(image, src, size);
    }
    int image_size(){
    int image_size()
    {
        return buffer_size;
    }
private:
    st_ff_vect_t faceFeatures;
    cv_handle_t tracker_handle;
    void extract_features(){
    void extract_features()
    {
        faceFeatures.clear();
        for (int i = 0; i < faces_count; i++) {
            if (MH_F_LT(p_faces[i].score, config.score_min)) {
        for (int i = 0; i < faces_count; i++)
        {
            if (MH_F_LT(p_faces[i].score, config.score_min))
            {
                continue;
            }
            SensetimeFaceFeature faceFeature;
@@ -221,20 +286,24 @@
            LOGP(DEBUG, "face pose: [yaw: %.2f, pitch: %.2f, roll: %.2f, eye distance: %.2f]",
                 p_faces[i].yaw, p_faces[i].pitch, p_faces[i].roll, p_faces[i].eye_dist);
            for (int j = 0; j < p_faces[i].points_count; j++) {
            for (int j = 0; j < p_faces[i].points_count; j++)
            {
                PLGH_Point featurePoint;
                featurePoint.X = p_faces[i].points_array[j].x;
                featurePoint.Y = p_faces[i].points_array[j].y;
                faceFeature.featurePoints.points.push_back(featurePoint);
            }
            if (config.generate_face_point) {
            if (config.generate_face_point)
            {
                if (faceFeature.rect.leftTop.X < 0 ||
                    faceFeature.rect.rightBottom.X > image_height ||
                    faceFeature.rect.leftTop.Y < 0 || faceFeature.rect.rightBottom.Y > image_width)
                    faceFeature.outOfFrame = true;
            }
            if (config.generate_face_feature) {
                if (config.evenWidthHeight) {
            if (config.generate_face_feature)
            {
                if (config.evenWidthHeight)
                {
                    if (faceFeature.rect.leftTop.X % 2 != 0) faceFeature.rect.leftTop.X--;
                    if (faceFeature.rect.leftTop.Y % 2 != 0) faceFeature.rect.leftTop.Y--;
                    if (faceFeature.rect.rightBottom.X % 2 != 0) faceFeature.rect.rightBottom.X--;
@@ -242,7 +311,8 @@
                }
                // explode the range
                if (config.explode_feature_rect_x != 0) {
                if (config.explode_feature_rect_x != 0)
                {
                    faceFeature.rect.leftTop.X = clamp(
                            faceFeature.rect.leftTop.X - config.explode_feature_rect_x, 0,
                            faceFeature.rect.leftTop.X);
@@ -251,7 +321,8 @@
                            faceFeature.rect.rightBottom.X, int(image_width - 1));
                }
                if (config.explode_feature_rect_y != 0) {
                if (config.explode_feature_rect_y != 0)
                {
                    faceFeature.rect.leftTop.Y = clamp(
                            faceFeature.rect.leftTop.Y - config.explode_feature_rect_y, 0,
                            faceFeature.rect.leftTop.Y);
@@ -265,38 +336,11 @@
        }
        res_updated = true;
    }
public:
    void get_face_features(st_ff_vect_t& res_vector){
        if(!res_updated) return;
        int ret = pthread_mutex_lock(&res_mutex);
        if (ret != 0) {
            LOGP(ERROR, "pthread_mutex_lock res_mutex: %s/n", strerror(ret));
            thread_running = false;
        }
        res_vector = faceFeatures;
        ret = pthread_mutex_unlock(&res_mutex);
        res_updated = false;
        if (ret != 0) {
            LOGP(ERROR, "pthread_mutex_unlock res_mutex: %s/n", strerror(ret));
            thread_running = false;
        }
    }
private:
    unsigned char *image;
    cv_pixel_format pixel_format;
    int image_width;
    int image_height;
    int image_stride;
    int buffer_size;
    cv_face_orientation orientation;
    cv_face_t *p_faces;
    int faces_count;
    cv_result_t track_result;
    SensetimeFaceTrackConfig config;
};
struct PL_SensetimeFaceTrackMultiTrd_Internal {
struct PL_SensetimeFaceTrackMultiTrd_Internal
{
    //uint8_t buffer[1920*1080*4];
    //size_t buffSize;
    //size_t buffSizeMax;
@@ -310,13 +354,16 @@
    PL_SensetimeFaceTrackMultiTrd_Internal() :
    //buffSize(0), buffSizeMax(sizeof(buffer)),
            lastFrame(), pmList(), frameCount(0) {
            lastFrame(), pmList(), frameCount(0)
    {
    }
    ~PL_SensetimeFaceTrackMultiTrd_Internal() {
    ~PL_SensetimeFaceTrackMultiTrd_Internal()
    {
    }
    void reset() {
    void reset()
    {
        //buffSize = 0;
        payError = true;
@@ -330,22 +377,24 @@
    }
};
PipeLineElem *create_PL_SensetimeFaceTrackMultiTrd() {
PipeLineElem *create_PL_SensetimeFaceTrackMultiTrd()
{
    return new PL_SensetimeFaceTrackMultiTrd;
}
PL_SensetimeFaceTrackMultiTrd::PL_SensetimeFaceTrackMultiTrd() : internal(
        new PL_SensetimeFaceTrackMultiTrd_Internal){
        new PL_SensetimeFaceTrackMultiTrd_Internal)
{
}
PL_SensetimeFaceTrackMultiTrd::~PL_SensetimeFaceTrackMultiTrd() {
PL_SensetimeFaceTrackMultiTrd::~PL_SensetimeFaceTrackMultiTrd()
{
    delete (PL_SensetimeFaceTrackMultiTrd_Internal *) internal;
    internal = nullptr;
    pthread_mutex_destroy(&pay_mutex);;
    pthread_mutex_destroy(&gain_mutex);
}
bool PL_SensetimeFaceTrackMultiTrd::init(void *args) {
bool PL_SensetimeFaceTrackMultiTrd::init(void *args)
{
    PL_SensetimeFaceTrackMultiTrd_Internal *in = (PL_SensetimeFaceTrackMultiTrd_Internal *) internal;
    in->reset();
    SensetimeFaceTrackConfig *config = (SensetimeFaceTrackConfig *) args;
@@ -353,7 +402,8 @@
        config->point_size_config = CV_DETECT_ENABLE_ALIGN_21;
    else if (config->point_size == 106)
        config->point_size_config = CV_DETECT_ENABLE_ALIGN_106;
    else {
    else
    {
        LOG_ERROR << "alignment point size must be 21 or 106" << LOG_ENDL;
        return false;
    }
@@ -365,24 +415,27 @@
    return true;
}
void PL_SensetimeFaceTrackMultiTrd::finit() {
void PL_SensetimeFaceTrackMultiTrd::finit()
{
    PL_SensetimeFaceTrackMultiTrd_Internal *in = (PL_SensetimeFaceTrackMultiTrd_Internal *) internal;
}
int doFaceTrack(PL_SensetimeFaceTrackMultiTrd_Internal *in,
                uint8_t *buffer, size_t width, size_t height, size_t stride,
                cv_pixel_format cvPixFmt) {
                cv_pixel_format cvPixFmt)
{
    PipeLineElemTimingDebugger td(nullptr);
    in->trackThread.do_face_track(buffer, cvPixFmt, width, height, stride);
    return 0;
}
/*static*/ bool
PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV(const PipeMaterial *pm, void *args) {
/*static*/ bool PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV(const PipeMaterial *pm, void *args)
{
    PL_SensetimeFaceTrackMultiTrd_Internal *in = (PL_SensetimeFaceTrackMultiTrd_Internal *) args;
    if (pm->type != PipeMaterial::PMT_FRAME) {
    if (pm->type != PipeMaterial::PMT_FRAME)
    {
        LOG_ERROR << "Only support PMT_FRAME" << LOG_ENDL;
        return false;
    }
@@ -391,23 +444,24 @@
        return false;
    MB_Frame *frame = (MB_Frame *) pm->buffer;
    if (frame->type != MB_Frame::MBFT_YUV420 && frame->type != MB_Frame::MBFT_NV12) {
    if (frame->type != MB_Frame::MBFT_YUV420 && frame->type != MB_Frame::MBFT_NV12)
    {
        LOG_ERROR << "Only support MBFT_YUV420 and MBFT_NV12" << LOG_ENDL;
        return false;
    }
    int res = 0;
    if (frame->type == MB_Frame::MBFT_YUV420)
        res = doFaceTrack(in, (uint8_t *) frame->buffer, frame->width, frame->height,
                                 frame->width, CV_PIX_FMT_YUV420P);
        res = doFaceTrack(in, (uint8_t *) frame->buffer, frame->width, frame->height, frame->width, CV_PIX_FMT_YUV420P);
    else if (frame->type == MB_Frame::MBFT_NV12)
        res = doFaceTrack(in, (uint8_t *) frame->buffer, frame->width, frame->height,
                                 frame->width, CV_PIX_FMT_NV12);
        res = doFaceTrack(in, (uint8_t *) frame->buffer, frame->width, frame->height, frame->width, CV_PIX_FMT_NV12);
    if (res < 0) {
    if (res < 0)
    {
        in->payError = true;
        return false;
    } else
    }
    else
        in->payError = false;
    //in->buffer readly
@@ -422,40 +476,42 @@
    return false;
}
bool PL_SensetimeFaceTrackMultiTrd::pay(const PipeMaterial &pm) {
bool PL_SensetimeFaceTrackMultiTrd::pay(const PipeMaterial &pm)
{
    PL_SensetimeFaceTrackMultiTrd_Internal *in = (PL_SensetimeFaceTrackMultiTrd_Internal *) internal;
    //LOG_ERROR << "PL_SensetimeFaceTrackMultiTrd pay" << LOG_ENDL;
    in->payError = true;
    if (in->payError)
        pm.breake(PipeMaterial::PMT_FRAME_LIST, MB_Frame::MBFT_YUV420,
                  PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
        pm.breake(PipeMaterial::PMT_FRAME_LIST, MB_Frame::MBFT_YUV420, PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
    if (in->payError)
        pm.breake(PipeMaterial::PMT_FRAME_LIST, MB_Frame::MBFT_NV12,
                  PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
        pm.breake(PipeMaterial::PMT_FRAME_LIST, MB_Frame::MBFT_NV12, PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
    if (in->payError)
        pm.breake(PipeMaterial::PMT_FRAME, MB_Frame::MBFT_YUV420,
                  PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
        pm.breake(PipeMaterial::PMT_FRAME, MB_Frame::MBFT_YUV420, PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
    if (in->payError)
        pm.breake(PipeMaterial::PMT_FRAME, MB_Frame::MBFT_NV12,
                  PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
        pm.breake(PipeMaterial::PMT_FRAME, MB_Frame::MBFT_NV12, PL_SensetimeFaceTrackMultiTrd::pay_breaker_MBFT_YUV, in);
    in->frameCount++;
    return !(in->payError);
}
bool PL_SensetimeFaceTrackMultiTrd::gain(PipeMaterial &pm) {
bool PL_SensetimeFaceTrackMultiTrd::gain(PipeMaterial &pm)
{
    PL_SensetimeFaceTrackMultiTrd_Internal *in = (PL_SensetimeFaceTrackMultiTrd_Internal *) internal;
    in->trackThread.get_face_features(in->faceFeatures);
    if (in->payError) {
    if (in->payError)
    {
        pm.former = this;
        return false;
    }
    if (!in->trackThread.get_config()->generate_face_feature) {
    if (!in->trackThread.get_config()->generate_face_feature)
    {
        pm.type = PipeMaterial::PMT_FRAME;
        pm.buffer = &(in->lastFrame);
        pm.buffSize = 0;
    } else {
    }
    else
    {
        in->pmList[0].type = PipeMaterial::PMT_FRAME;
        in->pmList[0].buffer = &(in->lastFrame);
        in->pmList[0].buffSize = 0;
@@ -473,8 +529,4 @@
    pm.former = this;
    return true;
}
void *PL_SensetimeFaceTrackMultiTrd::pay_thd(void *arg) {
}
RtspFace/PL_SensetimeFaceTrackMultiTrd.h
@@ -6,85 +6,7 @@
#include <vector>
#include <cmath>
struct SensetimeFaceFeature
{
    PLGH_Rect rect;
    int id;
    float score;
    /* Camera vision vector point to face
     *  * * *
     *  * * *
     *  * * *
     */
    float yaw;
    /* Camera vision vector point to face
     *  * * *
     *  * * *
     *  * * *
     */
    float pitch;
    /* Camera vision vector point to face
     *  * * *
     *  * * *
     *  * * *
     */
    float roll;
    float eyeDistance;
    PLGH_Path featurePoints;
    bool outOfFrame;
    SensetimeFaceFeature() :
        rect(), id(0), score(0.0), yaw(0.0), pitch(0.0), roll(0.0), eyeDistance(0.0), featurePoints(),
        outOfFrame(false)
    {}
    bool test_face_in_cone(float _yaw, float _pitch, float _roll) const
    {
        return  (std::abs(yaw) < _yaw && std::abs(pitch) < _pitch && std::abs(roll) < _roll);
    }
};
typedef std::vector<SensetimeFaceFeature> st_ff_vect_t;
struct SensetimeFaceTrackConfig
{
    int point_size; // 21 / 106
    int point_size_config; // CV_DETECT_ENABLE_ALIGN_21 / CV_DETECT_ENABLE_ALIGN_106
    int detect_face_cnt_limit; // -1
    bool draw_face_rect;
    bool draw_face_feature_point;
    bool generate_face_feature;
    bool generate_face_point;
    int explode_feature_rect_x;
    int explode_feature_rect_y;
    bool clamp_feature_rect; // clamp fr width and height
    int doTrackPerFrame;
    std::string license_file_path;
    std::string license_str;
    float visionConeAngle;
    bool evenWidthHeight;
    float score_min;
    SensetimeFaceTrackConfig() :
        point_size(21), point_size_config(-1), detect_face_cnt_limit(-1),
        draw_face_rect(true), draw_face_feature_point(true), generate_face_feature(false), generate_face_point(false),
        explode_feature_rect_x(0), explode_feature_rect_y(0),
        clamp_feature_rect(false), doTrackPerFrame(1),
        license_file_path(), license_str(),
        visionConeAngle(90.1), evenWidthHeight(true),
        score_min(0.0f)
    { }
};
#include "PL_SensetimeFaceTrack.h"
class PL_SensetimeFaceTrackMultiTrd : public PipeLineElem
{
@@ -97,14 +19,12 @@
    virtual bool pay(const PipeMaterial& pm);
    virtual bool gain(PipeMaterial& pm);
private:
    static bool pay_breaker_MBFT_YUV(const PipeMaterial* pm, void* args);
    
private:
    static void* pay_thd(void *arg);
    void* internal;
    pthread_mutex_t pay_mutex;
    pthread_mutex_t gain_mutex;
};
PipeLineElem* create_PL_SensetimeFaceTrackMultiTrd();