houxiao
2017-01-11 97dbd476ee99f36286cd866b2208ceead3019b31
face daemon develop finish

git-svn-id: http://192.168.1.226/svn/proxy@88 454eff88-639b-444f-9e54-f578c98de674
8个文件已修改
622 ■■■■■ 已修改文件
RtspFace/PL_SensetimeFaceDetect.cpp 238 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/PL_SensetimeFaceDetect.h 34 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/PipeLinePool.cpp 33 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/SensetimeFaceAPIWrapper/src/FaceDBPool.cpp 164 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/SensetimeFaceAPIWrapper/src/FaceDBPool.h 22 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/face_daemon_proto.h 5 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/main_face_daemon.cpp 120 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/make.sh 6 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
RtspFace/PL_SensetimeFaceDetect.cpp
@@ -2,27 +2,18 @@
#include "MaterialBuffer.h"
#include "logger.h"
#include "SensetimeFaceAPIWrapper/src/FaceDBPool.h"
#include <opencv2/opencv.hpp>
#include <cv_face.h>
struct PL_SensetimeFaceDetect_Internal
{
    //uint8_t buffer[1920*1080*4];
    //size_t buffSize;
    //size_t buffSizeMax;
    MB_Frame lastFrame;
    PipeMaterial pmList[2];
    PL_SensetimeFaceDetectConfig config;
    st_ff_vect_t faceFeatures;
    bool payError;
    cv_handle_t handle_track;
    PL_SensetimeFaceDetectConfig config;
    SensetimeFaceDetectResult lastResult;
    
    PL_SensetimeFaceDetect_Internal() : 
        //buffSize(0), buffSizeMax(sizeof(buffer)),
        lastFrame(), pmList(), config(), faceFeatures(), payError(true),
        handle_track(nullptr)
        payError(true), config(), lastResult()
    {
    }
    
@@ -32,20 +23,13 @@
    
    void reset()
    {
        //buffSize = 0;
        payError = true;
        MB_Frame _lastFrame;
        lastFrame = _lastFrame;
        PipeMaterial _pm;
        pmList[0] = _pm;
        pmList[1] = _pm;
        
        PL_SensetimeFaceDetectConfig _config;
        config = _config;
        
        handle_track = nullptr;
        SensetimeFaceDetectResult _lastResult;
        lastResult = _lastResult;
    }
};
@@ -69,184 +53,69 @@
    PL_SensetimeFaceDetect_Internal* in = (PL_SensetimeFaceDetect_Internal*)internal;
    in->reset();
    
    PL_SensetimeFaceDetectConfig* config = (PL_SensetimeFaceDetectConfig*)args;
    in->config = *config;
    if (in->config.point_size == 21)
        in->config.point_size_config = CV_DETECT_ENABLE_ALIGN_21;
    else if (in->config.point_size == 106)
        in->config.point_size_config = CV_DETECT_ENABLE_ALIGN_106;
    else
    if (args != nullptr)
    {
        LOG_ERROR << "alignment point size must be 21 or 106";
        return false;
        PL_SensetimeFaceDetectConfig* config = (PL_SensetimeFaceDetectConfig*)args;
        in->config = *config;
    }
    // init handle
    cv_result_t cv_result = cv_face_create_tracker(&(in->handle_track), nullptr,
                                in->config.point_size_config | CV_FACE_TRACKING_TWO_THREAD);
    if (cv_result != CV_OK)
    {
        LOG_ERROR << "cv_face_create_tracker failed, error code" << cv_result;
        return false;
    }
    int val = 0;
    cv_result = cv_face_track_set_detect_face_cnt_limit(in->handle_track, in->config.detect_face_cnt_limit, &val);
    if (cv_result != CV_OK)
    {
        LOG_ERROR << "cv_face_track_set_detect_face_cnt_limit failed, error : " << cv_result;
        return false;
    }
    else
        LOG_ERROR << "detect face count limit : " << val;
    return true;
}
void PL_SensetimeFaceDetect::finit()
{
    PL_SensetimeFaceDetect_Internal* in = (PL_SensetimeFaceDetect_Internal*)internal;
    // destroy track handle
    cv_face_destroy_tracker(in->handle_track);
    in->handle_track = nullptr;
}
int doFaceTrack(PL_SensetimeFaceDetect_Internal* in,
                uint8_t* buffer, size_t width, size_t height, size_t stride, cv_pixel_format cvPixFmt)
{
    //resize(bgr_frame, bgr_frame, Size(frame_width, frame_height), 0, 0, INTER_LINEAR);
    int face_count = 0;
    cv_result_t cv_result = CV_OK;
    cv_face_t* p_face = nullptr;
    // realtime track
    cv_result = cv_face_track(in->handle_track, buffer, cvPixFmt,
                            width, height, stride,
                            CV_FACE_UP, &p_face, &face_count);
    if (cv_result != CV_OK)
    {
        LOG_ERROR << "cv_face_track failed, error : " << cv_result;
        cv_face_release_tracker_result(p_face, face_count);
        return -1;
    }
    // draw the video
    //cv::Mat yuvMat(cv::Size(width,height), CV_8UC3, buffer);
    cv::Mat yMat(cv::Size(width,height), CV_8UC1, buffer);
    for (int i = 0; i < face_count; i++)
    {
        SensetimeFaceFeature faceFeature;
        faceFeature.rect.leftTop.x = p_face[i].rect.left;
        faceFeature.rect.leftTop.y = p_face[i].rect.top;
        faceFeature.rect.rightBottom.x = p_face[i].rect.right;
        faceFeature.rect.rightBottom.y = p_face[i].rect.bottom;
        faceFeature.id = p_face[i].ID;
        faceFeature.yaw = p_face[i].yaw;
        faceFeature.pitch = p_face[i].pitch;
        faceFeature.roll = p_face[i].roll;
        faceFeature.eyeDistance = p_face[i].eye_dist;
        LOGP(DEBUG, "face: %d-----[%d, %d, %d, %d]-----id: %d", i,
            p_face[i].rect.left, p_face[i].rect.top,
            p_face[i].rect.right, p_face[i].rect.bottom, p_face[i].ID);
        LOGP(DEBUG, "face pose: [yaw: %.2f, pitch: %.2f, roll: %.2f, eye distance: %.2f]",
            p_face[i].yaw,
            p_face[i].pitch, p_face[i].roll, p_face[i].eye_dist);
        if (in->config.draw_face_rect)
        {
            cv::Scalar scalar_color = CV_RGB(p_face[i].ID * 53 % 256,
                p_face[i].ID * 93 % 256,
                p_face[i].ID * 143 % 256);
            //cv::rectangle(yMat, cv::Point2f(0, 0), cv::Point2f(50, 50), scalar_color, 2);
            //cv::rectangle(yMat, cv::Point2f(500, 500), cv::Point2f(550, 550), scalar_color, 2);
            cv::rectangle(yMat, cv::Point2f(static_cast<float>(p_face[i].rect.left),
                static_cast<float>(p_face[i].rect.top)),
                cv::Point2f(static_cast<float>(p_face[i].rect.right),
                static_cast<float>(p_face[i].rect.bottom)), scalar_color, 2);
        }
        for (int j = 0; j < p_face[i].points_count; j++)
        {
            FacePoint featurePoint;
            featurePoint.x = p_face[i].points_array[j].x;
            featurePoint.y = p_face[i].points_array[j].y;
            faceFeature.featurePoints.push_back(featurePoint);
            if (in->config.draw_face_feature_point)
            {
                cv::circle(yMat, cv::Point2f(p_face[i].points_array[j].x,
                    p_face[i].points_array[j].y), 1, cv::Scalar(255, 255, 255));
            }
        }
        if (in->config.generate_face_feature)
            in->faceFeatures.push_back(faceFeature);
    }
    //if (face_count > 0)
    //{
    //    static size_t f=0;
    //    char fname[50];
    //    sprintf(fname, "face-%u.yuv420", ++f);
    //    FILE * pFile = fopen (fname,"wb");
    //    fwrite (yuvMat.data , sizeof(char), 1920*1080*1.5, pFile);
    //    printf("write face file %s\n", fname);
    //    fclose(pFile);
    //}
    // release the memory of face
    cv_face_release_tracker_result(p_face, face_count);
    return face_count;
}
bool PL_SensetimeFaceDetect::pay(const PipeMaterial& pm)
{
    PL_SensetimeFaceDetect_Internal* in = (PL_SensetimeFaceDetect_Internal*)internal;
    if (pm.type != PipeMaterial::PMT_FRAME)
    in->payError = true;
    {
        LOG_ERROR << "Only support PMT_FRAME";
        SensetimeFaceDetectResult _lastResult;
        in->lastResult = _lastResult;
    }
    if (pm.type != PipeMaterial::PMT_FRAME || !(in->config.payWithDbFrame))
    {
        LOG_ERROR << "Only support PMT_FRAME (SensetimeFaceDetectDbFrame)";
        return false;
    }
    
    if (pm.buffer == nullptr)
        return false;
    
    MB_Frame* frame = (MB_Frame*)pm.buffer;
    SensetimeFaceDetectDbFrame* frame = (SensetimeFaceDetectDbFrame*)pm.buffer;
    if (frame->type != MB_Frame::MBFT_YUV420)
    {
        LOG_ERROR << "Only support MBFT_YUV420";
        return false;
    }
    in->faceFeatures.clear();
    int face_count = doFaceTrack(
                        in, (uint8_t*)frame->buffer, frame->width, frame->height, frame->width, CV_PIX_FMT_YUV420P);
    if (face_count < 0)
    faceDB* _faceDB = (faceDB*)frame->_faceDB;
    if (_faceDB == nullptr)
    {
        in->payError = true;
        LOG_ERROR << "faceDB is null";
        return false;
    }
    else
        in->payError = false;
    
    //in->buffer readly
    in->lastFrame.type = MB_Frame::MBFT_YUV420;
    in->lastFrame.buffer = frame->buffer;//#todo should copy
    in->lastFrame.buffSize = frame->buffSize;
    in->lastFrame.width = frame->width;
    in->lastFrame.height = frame->height;
    in->lastFrame.pts = frame->pts;
    const size_t expectedYUVSize = frame->width * frame->height * 1.5;
    if (frame->buffSize < expectedYUVSize)
    {
        LOG_WARN << "image size not ok";
        return false;
    }
    cv::Mat yuvMat(cv::Size(frame->width,frame->height), CV_8UC3, frame->buffer);
    cv_feature_t* feature = _faceDB->extract_feature(yuvMat);
    in->lastResult.st_id = _faceDB->search_db(feature);
    //#todo release feature
    in->lastResult.school_id = frame->school_id;
    in->payError = false;
    return true;
}
@@ -254,35 +123,22 @@
{
    PL_SensetimeFaceDetect_Internal* in = (PL_SensetimeFaceDetect_Internal*)internal;
    pm.former = this;
    if (in->payError)
    {
        pm.former = this;
        return false;
    }
    if (!in->config.generate_face_feature)
    if (! in->config.resultStructOnly)
    {
        pm.type = PipeMaterial::PMT_FRAME;
        pm.buffer = &(in->lastFrame);
        pm.buffSize = 0;
    }
    else
    {
        in->pmList[0].type = PipeMaterial::PMT_FRAME;
        in->pmList[0].buffer = &(in->lastFrame);
        in->pmList[0].buffSize = 0;
        in->pmList[0].former = this;
        in->pmList[1].type = PipeMaterial::PMT_BYTES;
        in->pmList[1].buffer = &(in->faceFeatures);
        in->pmList[1].buffSize = 0;
        in->pmList[1].former = this;
        pm.type = PipeMaterial::PMT_PM_LIST;
        pm.buffer = in->pmList;
        pm.buffSize = sizeof(in->pmList) / sizeof(PipeMaterial);
        LOG_ERROR << "Only support resultStructOnly";
        return false;
    }
    
    pm.former = this;
    pm.type = PipeMaterial::PMT_BYTES;
    pm.buffer = &(in->lastResult);
    pm.buffSize = sizeof(SensetimeFaceDetectResult);
    return true;
}
RtspFace/PL_SensetimeFaceDetect.h
@@ -2,28 +2,38 @@
#define _PL_SENSETIMEFACEDETECT_H_
#include "PipeLine.h"
#include <vector>
#include "MaterialBuffer.h"
//#include "PL_SensetimeFaceTrack.h" // for st_ff_vect_t
struct PL_SensetimeFaceDetectPipeArgs
struct SensetimeFaceDetectDbFrame : public MB_Frame
{
    void* faceDB;
    int school_id;
    void* _faceDB;
    
    PL_SensetimeFaceDetectPipeArgs() : faceDB(nullptr)
    SensetimeFaceDetectDbFrame() : MB_Frame(), school_id(-1), _faceDB(nullptr)
    { }
};
struct SensetimeFaceDetectResult
{
    int school_id;
    int st_id;
    //st_ff_vect_t features;
    SensetimeFaceDetectResult() : school_id(-1), st_id(-1)
    { }
};
struct PL_SensetimeFaceDetectConfig
{
    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; // for PL_SensetimeFaceFeatureEmit
    // #todo currently only support default config
    bool payWithDbFrame;
    bool resultStructOnly;
    //std::string dbPath;
    
    PL_SensetimeFaceDetectConfig() : 
        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)
        payWithDbFrame(true), resultStructOnly(true)
    { }
};
RtspFace/PipeLinePool.cpp
@@ -20,6 +20,19 @@
    } \
}
struct MutexLocker
{
    pthread_mutex_t* mut;
    MutexLocker(void* _mut) : mut((pthread_mutex_t*)_mut)
    {
        PLP_MUTEX_LOCK(mut,);
    }
    ~MutexLocker()
    {
        PLP_MUTEX_UNLOCK(mut,);
    }
};
PipeLinePool::PipeLinePool(bool _multithread_safe) : 
    multithread_safe(_multithread_safe), tsafe_mutex(nullptr), pl_mutex(nullptr), 
    pipelines(), pipelines_free()
@@ -32,6 +45,7 @@
        pl_mutex = new pthread_mutex_t;
        pthread_mutex_init((pthread_mutex_t*)pl_mutex, NULL);
        
        // in ctor pool is empty
        PLP_MUTEX_LOCK(pl_mutex,);
    }
}
@@ -64,31 +78,26 @@
    if (pl == nullptr)
        return;
    PLP_MUTEX_LOCK(tsafe_mutex,);
    MutexLocker _ml(tsafe_mutex);
    
    if (pipelines.find(pl) != pipelines.end())
        return;
    
    pipelines.insert(pl);
    pipelines_free.insert(pl);
    PLP_MUTEX_UNLOCK(tsafe_mutex,);
}
void PipeLinePool::unmanage(PipeLine* pl)
{
    PLP_MUTEX_LOCK(tsafe_mutex,);
    MutexLocker _ml(tsafe_mutex);
    pipelines.erase(pl);
    pipelines_free.erase(pl);
    PLP_MUTEX_UNLOCK(tsafe_mutex,);
}
PipeLine* PipeLinePool::get_free()
{
    PLP_MUTEX_LOCK(tsafe_mutex, nullptr);
    MutexLocker _ml(tsafe_mutex);
    
    if (pipelines_free.empty())
        return nullptr;
@@ -97,23 +106,19 @@
    PipeLine* pl = *iter;
    pipelines_free.erase(iter);
    
    PLP_MUTEX_UNLOCK(tsafe_mutex, nullptr);
    return pl;
}
void PipeLinePool::release(PipeLine* pl)
{
    MutexLocker _ml(tsafe_mutex);
    if (pipelines.find(pl) == pipelines.end())
        return;
    if (pipelines_free.find(pl) != pipelines.end())
        return;
    PLP_MUTEX_LOCK(tsafe_mutex,);
    pipelines_free.insert(pl);
    PLP_MUTEX_UNLOCK(tsafe_mutex,);
}
bool PipeLinePool::wait_free()
RtspFace/SensetimeFaceAPIWrapper/src/FaceDBPool.cpp
@@ -1,2 +1,166 @@
#include "FaceDBPool.h"
#include "logger.h"
#include "faceAPI.h"
#include <pthread.h>
#include <map>
#define PLP_MUTEX_LOCK(mut,_ret) if (mut != nullptr) {\
    int ret = pthread_mutex_lock((pthread_mutex_t*)mut); \
    if(ret != 0) \
    { \
        LOG_ERROR << "pthread_mutex_lock " << #mut <<  ": " << ret; \
        return _ret; \
    } \
}
#define PLP_MUTEX_UNLOCK(mut,_ret) if (mut != nullptr) {\
    int ret = pthread_mutex_unlock((pthread_mutex_t*)mut); \
    if(ret != 0) \
    { \
        LOG_ERROR << "pthread_mutex_unlock " << #mut <<  ": " << ret; \
        return _ret; \
    } \
}
struct MutexLocker
{
    pthread_mutex_t* mut;
    MutexLocker(pthread_mutex_t* _mut) : mut(_mut)
    {
        PLP_MUTEX_LOCK(mut,);
    }
    ~MutexLocker()
    {
        PLP_MUTEX_UNLOCK(mut,);
    }
};
struct ThreadSafeFaceDB
{
    int dbid;
    pthread_mutex_t db_mutex;
    faceAPI* api;
    ThreadSafeFaceDB() : dbid(-1), db_mutex(), api(nullptr)
    {
        pthread_mutex_init(db_mutex, NULL);
    }
    ~ThreadSafeFaceDB()
    {
        pthread_mutex_destroy(db_mutex);
    }
};
typedef std::map<int, ThreadSafeFaceDB*> facedb_map_t;
FaceDBPool::FaceDBPool() :
    pool_mutex(nullptr), face_db_map(nullptr)
{
    pool_mutex = new pthread_mutex_t;
    pthread_mutex_init((pthread_mutex_t*)pool_mutex, NULL);
    face_db_map = new facedb_map_t();
}
FaceDBPool::~FaceDBPool()
{
    facedb_map_t* _face_db_map = (facedb_map_t*)face_db_map;
    for (facedb_map_t::iterator iter = _face_db_map->begin(); iter != _face_db_map->end(); ++iter)
    {
        iter->second.api->db_save();
        delete iter->second.api;
        delete iter->second;
    }
    _face_db_map.clear();
    pthread_mutex_destroy((pthread_mutex_t*)pool_mutex);
    delete (pthread_mutex_t*)pool_mutex;
    pool_mutex = nullptr;
}
void FaceDBPool::manage(int dbid, faceAPI* db)
{
    if (dbid < 0 || db == nullptr)
        return;
    MutexLocker _ml(pool_mutex);
    facedb_map_t* _face_db_map = (facedb_map_t*)face_db_map;
    if (_face_db_map.find(dbid) != _face_db_map.end())
        return;
    ThreadSafeFaceDB* tsfdb = new ThreadSafeFaceDB;
    tsfdb.dbid = dbid;
    tsfdb.api = db;
    _face_db_map.insert(std::make_pair(dbid, tsfdb));
}
void FaceDBPool::unmanage(int dbid)
{
    MutexLocker _ml(pool_mutex);
    facedb_map_t* _face_db_map = (facedb_map_t*)face_db_map;
    facedb_map_t::iterator iter = _face_db_map.find(dbid);
    if (iter == _face_db_map.end())
        return;
    iter->second.api->db_save();
    delete iter->second.api;
    delete iter->second;
    _face_db_map.erase(iter);
}
faceAPI* FaceDBPool::get_free(int dbid)
{
    ThreadSafeFaceDB* tsfdb = nullptr;
    {
        //avoid dead lock
        MutexLocker _ml(pool_mutex);
        facedb_map_t* _face_db_map = (facedb_map_t*)face_db_map;
        if (_face_db_map.empty())
            return nullptr;
        facedb_map_t::iterator iter = _face_db_map.find(dbid);
        if (iter == _face_db_map.end())
            return nullptr;
        tsfdb = iter->second;
    }
    if (tsfdb != nullptr)
    {
        PLP_MUTEX_LOCK(tsfdb->db_mutex, nullptr);
        return tsfdb->api;
    }
}
void FaceDBPool::release(int dbid)
{
    ThreadSafeFaceDB* tsfdb = nullptr;
    {
        //avoid dead lock
        MutexLocker _ml(pool_mutex);
        facedb_map_t* _face_db_map = (facedb_map_t*)face_db_map;
        if (_face_db_map.empty())
            return;
        facedb_map_t::iterator iter = _face_db_map.find(dbid);
        if (iter == _face_db_map.end())
            return nullptr;
        tsfdb = iter->second;
    }
    if (tsfdb != nullptr)
    {
        PLP_MUTEX_UNLOCK(tsfdb->db_mutex,);
    }
}
RtspFace/SensetimeFaceAPIWrapper/src/FaceDBPool.h
@@ -1,4 +1,26 @@
#ifndef _FACEDBPOOL_H_
#define _FACEDBPOOL_H_
#include "faceAPI.h"
class FaceDBPool
{
public:
    FaceDBPool();
    ~FaceDBPool();
    void manage(int dbid, faceAPI* db);
    void unmanage(int dbid);
    faceAPI* get_free(int dbid);
    void release(int dbid);
    bool wait_free() { return true; }
    bool notify_free() { return true; }
private:
    void* pool_mutex;
    void* face_db_map;
};
#endif
RtspFace/face_daemon_proto.h
@@ -13,7 +13,7 @@
    {
        FDC__FIRST,
        FDC_SENSETIMEFACEDETECT = EVPCommand::EVPC_USER_DEFINE + 1,
        FDC_SENSETIMEFACEDETECT_RESULT
        FDC_SENSETIMEFACEDETECT_RESULT,
        FDC__LAST,
    };
};
@@ -29,7 +29,8 @@
struct FDP_FaceDetectResult
{
    int32_t stid; // sensetime id
    int32_t school_id;
    int32_t st_id; // sensetime id
};
#pragma pack()
RtspFace/main_face_daemon.cpp
@@ -12,6 +12,7 @@
#include "PL_Payer.h"
#include "PL_Gainer.h"
#include "PL_SensetimeFaceTrack.h"
#include "PL_SensetimeFaceDetect.h"
#include "PL_DlibFaceTrack.h"
#include "PipeLinePool.h"
@@ -20,21 +21,77 @@
#include "ev_proto.h"
#include "face_daemon_proto.h"
#include "SensetimeFaceAPIWrapper/src/FaceDBPool.h"
#include "logger.h"
template<typename TPoolPtr, typename TPoolElem>
struct PoolElemLocker
{
    TPoolPtr pool;
    TPoolElem elem;
    PoolElemLocker(TPoolPtr _pool, TPoolElem _elem) : pool(_pool), elem(_elem)
    {
    }
    ~PoolElemLocker()
    {
        pool->release(elem);
        pool->notify_free();
    }
};
template<typename TArrayPtr>
struct ArrayDeleter
{
    TArrayPtr array;
    ArrayDeleter(TArrayPtr _array) : array(_array)
    {
    }
    ~ArrayDeleter()
    {
        delete[] array;
    }
};
PipeLinePool g_PipeLinePool;
FaceDBPool g_FaceDBPool;//#todo config
evclient_proc_t evclient_proc;
void send_SensetimeFaceDetectResult(PipeMaterial& lastPm)
bool send_SensetimeFaceDetectResult(EVClientStub& client, PipeMaterial& lastPm)
{
    if (lastPm.type == PipeMaterial::PMT_PM_LIST)
    //if (lastPm.type != PipeMaterial::PMT_PM_LIST)
    //PipeMaterial& facePM = ((PipeMaterial*)(lastPm.buffer))[1];
    //st_ff_vect_t& faceFeatures = *((st_ff_vect_t*)facePM.buffer);
    //LOG_NOTICE << "faceFeatures " << faceFeatures.size();
    //#todo send result packet
    if (lastPm.buffer == nullptr || lastPm.type != PipeMaterial::PMT_BYTES || lastPm.buffSize != sizeof(SensetimeFaceDetectResult))
    {
        PipeMaterial& facePM = ((PipeMaterial*)(lastPm.buffer))[1];
        st_ff_vect_t& faceFeatures = *((st_ff_vect_t*)facePM.buffer);
        LOG_NOTICE << "faceFeatures " << faceFeatures.size();
        //#todo send result packet
        LOG_WARN << "pm not available";
        ev_send_status_packet(client, EVPStatus::EVPS_INTERNAL_ERROR);
        return false;
    }
    const SensetimeFaceDetectResult*  result = (const SensetimeFaceDetectResult*)lastPm.buffer;
    client.sendBuffSize = sizeof(EVPHeader)+sizeof(SensetimeFaceDetectResult);
    client.sendBuff = new uint8_t[client.sendBuffSize];
    client.deleteSendBuff = true;
    EVPHeader* evpHeader = new (client.sendBuff) EVPHeader;
    evpHeader->cmd = FaceDaemonCommand::FDC_SENSETIMEFACEDETECT_RESULT;
    evpHeader->size = client.sendBuffSize;
    SensetimeFaceDetectResult* evpSub = new (client.sendBuff + sizeof(EVPHeader)) SensetimeFaceDetectResult;
    evpSub->school_id = result->school_id;
    evpSub->st_id = result->st_id;
    return true;
}
bool ev_proc_SensetimeFaceDetect(EVClientStub& client)
@@ -44,11 +101,18 @@
    //return true;
    
    FDP_Image* fdpImage = (FDP_Image*)(client.recvBuff + sizeof(EVPHeader));
    faceAPI* _faceDB = g_FaceDBPool.get_free(fdpImage->school_id);
    if (_faceDB == nullptr)
    {
        LOG_WARN << "can't get face db";
        ev_send_status_packet(client, EVPStatus::EVPS_PARAMETER_ERROR);
        return false;
    }
    
    PipeLine* pipeLine = nullptr;
    if (g_PipeLinePool.wait_free())
        pipeLine = g_PipeLinePool.get_free();
    PoolElemLocker<FaceDBPool*, int> _lock_faceDB(&g_FaceDBPool, fdpImage->school_id);
    PipeLine* pipeLine = g_PipeLinePool.get_free();
    if (pipeLine == nullptr)
    {
        LOG_WARN << "can't get free pipeline";
@@ -56,28 +120,29 @@
        return false;
    }
    
    PoolElemLocker<PipeLinePool*, PipeLine*> _lock_pipeLine(&g_PipeLinePool, pipeLine);
    // fill
    MB_Frame frame;
    frame.type = (MB_Frame::MBFType)(fdpImage->mb_type);
    frame.buffer = fdpImage->buff;
    frame.buffSize = client.recvBuffSize - sizeof(EVPHeader) - sizeof(FDP_Image);
    frame.width = fdpImage->width;
    frame.height = fdpImage->height;
    PL_SensetimeFaceDetectPipeArgs args;
    //#todo get db
    SensetimeFaceDetectDbFrame dbFrame;
    dbFrame.type = (MB_Frame::MBFType)(fdpImage->mb_type);
    dbFrame.buffSize = client.recvBuffSize - sizeof(EVPHeader) - sizeof(FDP_Image);
    dbFrame.buffer = new uint8_t[dbFrame.buffSize];
    ArrayDeleter<uint8_t*> _del_img((uint8_t*)dbFrame.buffer);
    memcpy(dbFrame.buffer, fdpImage->buff, dbFrame.buffSize);
    dbFrame.width = fdpImage->width;
    dbFrame.height = fdpImage->height;
    dbFrame.school_id = fdpImage->school_id;
    dbFrame._faceDB = _faceDB;
    PipeMaterial pm;
    pm.type = PipeMaterial::PMT_FRAME;
    pm.buffer = &frame;
    pm.buffer = &dbFrame;
    pm.buffSize = 0;
    pm.args = &args;
    PipeLineElem* plElem = pipeLine->pipe(&pm);
    if (! pipeLine->check_pipe_complete(plElem))
    {
        LOG_WARN << "pipeline not complete";
        g_PipeLinePool.release(pipeLine);
        ev_send_status_packet(client, EVPStatus::EVPS_INTERNAL_ERROR);
        return false;
    }
@@ -85,14 +150,13 @@
    if (!plElem->gain(pm))
    {
        LOG_WARN << "pipeline gain error";
        g_PipeLinePool.release(pipeLine);
        ev_send_status_packet(client, EVPStatus::EVPS_INTERNAL_ERROR);
        return false;
    }
    
    send_SensetimeFaceDetectResult(pm);
    g_PipeLinePool.release(pipeLine);
    // can not release pipleline unless pm not used
    send_SensetimeFaceDetectResult(client, pm);
    return false;
}
@@ -136,7 +200,7 @@
        {
            PL_Payer_Config config;
            config.copyData = true;
            config.copyData = true;//#todo false
            PL_Gainer* ple = (PL_Gainer*)pipeLine->push_elem("PL_Gainer");
            bool ret = ple->init(&config);
            if (!ret)
RtspFace/make.sh
@@ -66,6 +66,7 @@
g++ PL_Gainer.cpp $CFLAGS $CPPFLAGS
g++ PL_SensetimeFaceTrack.cpp $CFLAGS $CPPFLAGS
g++ PL_SensetimeFaceDetect.cpp $CFLAGS $CPPFLAGS
g++ PL_DlibFaceTrack.cpp -O3 $CFLAGS $CPPFLAGS
@@ -73,13 +74,16 @@
g++ $FFMPEGRTSPSERVER_BASE/LiveRTSPServer.cpp $CFLAGS $CPPFLAGS
g++ $FFMPEGRTSPSERVER_BASE/LiveServerMediaSubsession.cpp $CFLAGS $CPPFLAGS
g++ ./SensetimeFaceAPIWrapper/src/FaceDBPool.cpp $CFLAGS $CPPFLAGS
g++ -g -std=c++11 \
  main.o PipeLine.o PipeLinePool.o \
  ev_server.o \
  PL_RTSPClient.o PL_H264Decoder.o PL_H264Encoder.o PL_AVFrameYUV420.o PL_AVFrameBGRA.o PL_Queue.o PL_Scale.o PL_Fork.o PL_Payer.o PL_Gainer.o \
  PL_SensetimeFaceTrack.o \
  PL_SensetimeFaceTrack.o PL_SensetimeFaceDetect.o \
  PL_DlibFaceTrack.o \
  $FFMPEGRTSPSERVER_OBJ PL_RTSPServer.o \
  FaceDBPool.o \
  $LDFLAGS -o rtsp_face
#export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$LIBX264_BASE/lib:$FFMPEG_BASE/lib:$SENSETIMEFACESDK_BASE/libs/linux-x86_64:$LIBLOG4CPP_BASE/lib:$DLIB_BASE/build/dlib