| | |
| | | #include "PL_SensetimeFaceTrack.h"
|
| | | #include "MaterialBuffer.h"
|
| | | #include "logger.h"
|
| | | #include "MediaHelper.h"
|
| | |
|
| | | #ifdef USE_OPENCV
|
| | | #include <opencv2/opencv.hpp>
|
| | | #endif
|
| | |
|
| | | #include <cv_face.h>
|
| | |
|
| | | struct PL_SensetimeFaceTrack_Internal
|
| | |
| | |
|
| | | cv_handle_t handle_track;
|
| | |
|
| | | size_t frameCount;
|
| | | |
| | | PL_SensetimeFaceTrack_Internal() :
|
| | | //buffSize(0), buffSizeMax(sizeof(buffer)),
|
| | | lastFrame(), pmList(), config(), faceFeatures(), payError(true),
|
| | | handle_track(nullptr)
|
| | | handle_track(nullptr), |
| | | frameCount(0)
|
| | | {
|
| | | }
|
| | |
|
| | |
| | | config = _config;
|
| | |
|
| | | handle_track = nullptr;
|
| | | |
| | | frameCount = 0;
|
| | | }
|
| | | };
|
| | |
|
| | |
| | | PL_SensetimeFaceTrack_Internal* in = (PL_SensetimeFaceTrack_Internal*)internal;
|
| | | in->reset();
|
| | |
|
| | | #ifdef __ANDROID__
|
| | | {
|
| | | bool retLic = false;
|
| | | if (in->config.license_str.empty())
|
| | | {
|
| | | if (in->config.license_file_path.empty())
|
| | | in->config.license_file_path = "/data/license.lic";
|
| | |
|
| | | FILE * licFile = fopen (in->config.license_file_path.c_str(),"rb");
|
| | | if (licFile != nullptr)
|
| | | {
|
| | | char licBuffer[1025 * 5] = {'\0'};
|
| | | size_t licSize = fread(licBuffer, sizeof(uint8_t), sizeof(licBuffer), licFile);
|
| | | fclose (licFile);
|
| | |
|
| | | if (licSize > 0)
|
| | | {
|
| | | int ret = cv_face_init_license_config(licBuffer);
|
| | | LOG_INFO << "cv_face_init_license_config 1 ret=" << ret << LOG_ENDL;
|
| | | retLic = true;
|
| | | }
|
| | | }
|
| | | else
|
| | | {
|
| | | LOG_WARN << "cv_face_init_license_config 2 errno=" << errno << LOG_ENDL;
|
| | | }
|
| | | }
|
| | | else
|
| | | {
|
| | | int ret = cv_face_init_license_config(in->config.license_str.c_str());
|
| | | LOG_INFO << "cv_face_init_license_config 3 ret=" << ret << LOG_ENDL;
|
| | | retLic = true;
|
| | | }
|
| | |
|
| | | //int ret = cv_face_init_license_config(_lic);
|
| | | //LOG_INFO << "cv_face_init_license_config 3 ret=" << ret << LOG_ENDL;
|
| | | //retLic = true;
|
| | |
|
| | | if (!retLic)
|
| | | {
|
| | | LOG_WARN << "stface for android no license" << LOG_ENDL;
|
| | | return false;
|
| | | }
|
| | | }
|
| | | #endif
|
| | | |
| | | SensetimeFaceTrackConfig* config = (SensetimeFaceTrackConfig*)args;
|
| | | in->config = *config;
|
| | | if (in->config.point_size == 21)
|
| | |
| | | in->config.point_size_config = CV_DETECT_ENABLE_ALIGN_106;
|
| | | else
|
| | | {
|
| | | LOG_ERROR << "alignment point size must be 21 or 106" << std::endl;
|
| | | LOG_ERROR << "alignment point size must be 21 or 106" << LOG_ENDL;
|
| | | return false;
|
| | | }
|
| | |
|
| | | //#test
|
| | | //in->config.point_size_config = CV_DETECT_ENABLE_ALIGN_106;
|
| | | //in->config.generate_face_point = true;
|
| | | //in->config.draw_face_feature_point = true;
|
| | |
|
| | | // if not use CV_FACE_TRACKING_TWO_THREAD, stfacesdk detect face per 20 frame and light flow tracking interval
|
| | | // per detect in RK3288: 800ms@1920w,200ms@640w; with CV_FACE_TRACKING_TWO_THREAD 10ms@1920w
|
| | |
|
| | | // 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);
|
| | | in->config.point_size_config | CV_FACE_TRACKING_TWO_THREAD); // CV_FACE_TRACKING_TWO_THREAD | CV_FACE_RESIZE_IMG_XXXX
|
| | | if (cv_result != CV_OK)
|
| | | {
|
| | | LOG_ERROR << "cv_face_create_tracker failed, error code" << cv_result << std::endl;
|
| | | LOG_ERROR << "cv_face_create_tracker failed, error code" << cv_result << LOG_ENDL;
|
| | | return false;
|
| | | }
|
| | |
|
| | |
| | | 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 << std::endl;
|
| | | LOG_ERROR << "cv_face_track_set_detect_face_cnt_limit failed, error : " << cv_result << LOG_ENDL;
|
| | | return false;
|
| | | }
|
| | | else
|
| | | LOG_ERROR << "detect face count limit : " << val << std::endl;
|
| | | LOG_ERROR << "detect face count limit : " << val << LOG_ENDL;
|
| | |
|
| | | return true;
|
| | | }
|
| | |
| | | in->handle_track = nullptr;
|
| | | }
|
| | |
|
| | | static void test_dump_feature(cv_face_t* p_face, int face_count)
|
| | | {
|
| | | static std::fstream dumpfile("/data/temp/dump-106-photo2.txt", std::ios_base::out | std::ios_base::trunc);
|
| | |
|
| | | for (int i = 0; i < face_count; i++)
|
| | | {
|
| | | dumpfile << p_face[i].rect.left << "\t"
|
| | | << p_face[i].rect.top << "\t"
|
| | | << p_face[i].rect.right << "\t"
|
| | | << p_face[i].rect.bottom << "\t";
|
| | |
|
| | | dumpfile << p_face[i].score << "\t"
|
| | | << p_face[i].points_count << "\t"
|
| | | << p_face[i].yaw << "\t"
|
| | | << p_face[i].pitch << "\t"
|
| | | << p_face[i].roll << "\t"
|
| | | << p_face[i].eye_dist << "\t"
|
| | | << p_face[i].ID << "\t";
|
| | |
|
| | | cv_pointf_t points_array[256];
|
| | |
|
| | | for (int j = 0; j < p_face[i].points_count; j++)
|
| | | {
|
| | | dumpfile << p_face[i].points_array[j].x << "\t"
|
| | | << p_face[i].points_array[j].y << "\t";
|
| | | }
|
| | |
|
| | | dumpfile << std::endl;
|
| | | }
|
| | | }
|
| | |
|
| | | int doFaceTrack(PL_SensetimeFaceTrack_Internal* in,
|
| | | uint8_t* buffer, size_t width, size_t height, size_t stride, cv_pixel_format cvPixFmt)
|
| | | {
|
| | | //PipeLineElemTimingDebugger td(nullptr);
|
| | |
|
| | | if (in->config.doTrackPerFrame == 0)
|
| | | return 0;
|
| | | if (in->frameCount % in->config.doTrackPerFrame != 0)
|
| | | return 0;
|
| | |
|
| | | //resize(bgr_frame, bgr_frame, Size(frame_width, frame_height), 0, 0, INTER_LINEAR);
|
| | |
|
| | | int face_count = 0;
|
| | |
| | | CV_FACE_UP, &p_face, &face_count);
|
| | | if (cv_result != CV_OK)
|
| | | {
|
| | | LOG_ERROR << "cv_face_track failed, error : " << cv_result << std::endl;
|
| | | LOG_ERROR << "cv_face_track failed, error : " << cv_result << LOG_ENDL;
|
| | | cv_face_release_tracker_result(p_face, face_count);
|
| | | return -1;
|
| | | }
|
| | |
|
| | | //#test
|
| | | //test_dump_feature(p_face, face_count);
|
| | |
|
| | | #ifdef USE_OPENCV
|
| | | // draw the video
|
| | | //cv::Mat yuvMat(cv::Size(width,height), CV_8UC3, buffer);
|
| | | cv::Mat yMat(cv::Size(width,height), CV_8UC1, buffer);
|
| | | #endif
|
| | | for (int i = 0; i < face_count; i++)
|
| | | {
|
| | | if (MH_F_LT(p_face[i].score, in->config.score_min))
|
| | | {
|
| | | continue;
|
| | | }
|
| | |
|
| | | 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.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.score = p_face[i].score;
|
| | | 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);
|
| | |
| | | p_face[i].yaw,
|
| | | p_face[i].pitch, p_face[i].roll, p_face[i].eye_dist);
|
| | |
|
| | | #ifdef USE_OPENCV
|
| | | if (in->config.draw_face_rect)
|
| | | {
|
| | | cv::Scalar scalar_color = CV_RGB(p_face[i].ID * 53 % 256,
|
| | |
| | | cv::Point2f(static_cast<float>(p_face[i].rect.right),
|
| | | static_cast<float>(p_face[i].rect.bottom)), scalar_color, 2);
|
| | | }
|
| | | #endif
|
| | |
|
| | | if (in->config.generate_face_point)
|
| | | {
|
| | | for (int j = 0; j < p_face[i].points_count; j++)
|
| | | {
|
| | | PLGH_Point featurePoint;
|
| | | featurePoint.X = p_face[i].points_array[j].x;
|
| | | featurePoint.Y = p_face[i].points_array[j].y;
|
| | | faceFeature.featurePoints.points.push_back(featurePoint);
|
| | |
|
| | | 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));
|
| | | }
|
| | | }
|
| | | |
| | | #ifdef USE_OPENCV
|
| | | 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));
|
| | | }
|
| | | #endif
|
| | | }
|
| | |
|
| | | //int p46x = p_face[i].points_array[46].x;
|
| | | //int p46y = p_face[i].points_array[46].y;
|
| | | //int p6x = p_face[i].points_array[6].x;
|
| | | //int p6y = p_face[i].points_array[6].y;
|
| | | //double dist1 = std::sqrt((p46x-p6x)*(p46x-p6x)+(p46y-p6y)*(p46y-p6y));
|
| | |
|
| | | //int p43x = p_face[i].points_array[43].x;
|
| | | //int p43y = p_face[i].points_array[43].y;
|
| | | //int p2x = p_face[i].points_array[2].x;
|
| | | //int p2y = p_face[i].points_array[2].y;
|
| | | //double dist2 = std::sqrt((p43x-p2x)*(p43x-p2x)+(p43y-p2y)*(p43y-p2y));
|
| | |
|
| | | //LOGP(ERROR, "dist46_6/dist43_2=%f", dist1 / dist2);
|
| | | }
|
| | |
|
| | | if (faceFeature.rect.leftTop.X < 0 || faceFeature.rect.rightBottom.X > width ||
|
| | | faceFeature.rect.leftTop.Y < 0 || faceFeature.rect.rightBottom.Y > height)
|
| | | faceFeature.outOfFrame = true;
|
| | |
|
| | | if (in->config.generate_face_feature)
|
| | | in->faceFeatures.push_back(faceFeature);
|
| | | {
|
| | | if (in->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--;
|
| | | if (faceFeature.rect.rightBottom.Y % 2 != 0) faceFeature.rect.rightBottom.Y--;
|
| | | }
|
| | |
|
| | | // explode the range
|
| | | if (in->config.explode_feature_rect_x != 0)
|
| | | {
|
| | | faceFeature.rect.leftTop.X = clamp(faceFeature.rect.leftTop.X - in->config.explode_feature_rect_x, 0, faceFeature.rect.leftTop.X);
|
| | | faceFeature.rect.rightBottom.X = clamp(faceFeature.rect.rightBottom.X + in->config.explode_feature_rect_x, faceFeature.rect.rightBottom.X, int(width - 1));
|
| | | }
|
| | |
|
| | | if (in->config.explode_feature_rect_y != 0)
|
| | | {
|
| | | faceFeature.rect.leftTop.Y = clamp(faceFeature.rect.leftTop.Y - in->config.explode_feature_rect_y, 0, faceFeature.rect.leftTop.Y);
|
| | | faceFeature.rect.rightBottom.Y = clamp(faceFeature.rect.rightBottom.Y + in->config.explode_feature_rect_y, faceFeature.rect.rightBottom.Y, int(height - 1));
|
| | | }
|
| | |
|
| | | //f (in->config.clamp_feature_rect)
|
| | | //
|
| | | // int dW = width - faceFeature.rect.width();
|
| | | // if (dW < 0)
|
| | | // {
|
| | | // dW = std::abs(dW) / 2 + 1;
|
| | | // faceFeature.rect.leftTop.x += dW;
|
| | | // faceFeature.rect.rightBottom.x -= dW;
|
| | | // faceFeature.rectClamp = true;
|
| | | // }
|
| | |
|
| | | // int dH = height - faceFeature.rect.height();
|
| | | // if (dH < 0)
|
| | | // {
|
| | | // dH = std::abs(dH) / 2 + 1;
|
| | | // faceFeature.rect.leftTop.y += dH;
|
| | | // faceFeature.rect.rightBottom.y -= dH;
|
| | | // faceFeature.rectClamp = true;
|
| | | // }
|
| | | //
|
| | |
|
| | | in->faceFeatures.push_back(faceFeature);
|
| | | }
|
| | | }
|
| | |
|
| | | //if (face_count > 0)
|
| | | //{
|
| | | // static size_t f=0;
|
| | | // char fname[50];
|
| | | // sprintf(fname, "face-%u.yuv420", ++f);
|
| | | // sprintf(fname, "/sdcard/face-%u.nv12", ++f);
|
| | | // FILE * pFile = fopen (fname,"wb");
|
| | | // fwrite (yuvMat.data , sizeof(char), 1920*1080*1.5, pFile);
|
| | | // fwrite (yMat.data , sizeof(char), 1920*1080*1.5, pFile);
|
| | | // printf("write face file %s\n", fname);
|
| | | // fclose(pFile);
|
| | | // if (f>20)exit(0);
|
| | | //}
|
| | |
|
| | | // release the memory of face
|
| | | cv_face_release_tracker_result(p_face, face_count);
|
| | |
|
| | | //#debug
|
| | | //if (face_count == 0)
|
| | | //{
|
| | | // face_count = 2;
|
| | | //
|
| | | // SensetimeFaceFeature faceFeature;
|
| | | // faceFeature.rect.leftTop.x = 50;
|
| | | // faceFeature.rect.leftTop.y = 50;
|
| | | // faceFeature.rect.rightBottom.x = 50+128;
|
| | | // faceFeature.rect.rightBottom.y = 50+128;
|
| | | // in->faceFeatures.push_back(faceFeature);
|
| | | // |
| | | // faceFeature.rect.leftTop.x = 300;
|
| | | // faceFeature.rect.leftTop.y = 400;
|
| | | // faceFeature.rect.rightBottom.x = 300+50;
|
| | | // faceFeature.rect.rightBottom.y = 400+60;
|
| | | // in->faceFeatures.push_back(faceFeature);
|
| | | // LOG_WARN << "PL_SensetimeFaceTrack doFaceTrack add test data" << LOG_ENDL;
|
| | | //}
|
| | |
|
| | | return face_count;
|
| | | }
|
| | |
|
| | | bool PL_SensetimeFaceTrack::pay(const PipeMaterial& pm)
|
| | | /*static*/ bool PL_SensetimeFaceTrack::pay_breaker_MBFT_YUV(const PipeMaterial* pm, void* args)
|
| | | {
|
| | | PL_SensetimeFaceTrack_Internal* in = (PL_SensetimeFaceTrack_Internal*)internal;
|
| | | PL_SensetimeFaceTrack_Internal* in = (PL_SensetimeFaceTrack_Internal*)args;
|
| | |
|
| | | if (pm.type != PipeMaterial::PMT_FRAME)
|
| | | if (pm->type != PipeMaterial::PMT_FRAME)
|
| | | {
|
| | | LOG_ERROR << "Only support PMT_FRAME" << std::endl;
|
| | | LOG_ERROR << "Only support PMT_FRAME" << LOG_ENDL;
|
| | | return false;
|
| | | }
|
| | |
|
| | | if (pm.buffer == nullptr)
|
| | | if (pm->buffer == nullptr)
|
| | | return false;
|
| | |
|
| | | MB_Frame* frame = (MB_Frame*)pm.buffer;
|
| | | if (frame->type != MB_Frame::MBFT_YUV420)
|
| | | MB_Frame* frame = (MB_Frame*)pm->buffer;
|
| | | if (frame->type != MB_Frame::MBFT_YUV420 && frame->type != MB_Frame::MBFT_NV12)
|
| | | {
|
| | | LOG_ERROR << "Only support MBFT_YUV420" << std::endl;
|
| | | LOG_ERROR << "Only support MBFT_YUV420 and MBFT_NV12" << LOG_ENDL;
|
| | | return false;
|
| | | }
|
| | |
|
| | | in->faceFeatures.clear();
|
| | | int face_count = doFaceTrack(
|
| | | in, (uint8_t*)frame->buffer, frame->width, frame->height, frame->width, CV_PIX_FMT_YUV420P);
|
| | | int face_count = 0;
|
| | | if (frame->type == MB_Frame::MBFT_YUV420)
|
| | | face_count = doFaceTrack(in, (uint8_t*)frame->buffer, frame->width, frame->height, frame->width, CV_PIX_FMT_YUV420P);
|
| | | else if (frame->type == MB_Frame::MBFT_NV12)
|
| | | face_count = doFaceTrack(in, (uint8_t*)frame->buffer, frame->width, frame->height, frame->width, CV_PIX_FMT_NV12);
|
| | |
|
| | | if (face_count < 0)
|
| | | {
|
| | | in->payError = true;
|
| | |
| | |
|
| | | //in->buffer readly
|
| | |
|
| | | in->lastFrame.type = MB_Frame::MBFT_YUV420;
|
| | | in->lastFrame.type = frame->type;
|
| | | 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;
|
| | | |
| | | return false;
|
| | | }
|
| | |
|
| | | return true;
|
| | | bool PL_SensetimeFaceTrack::pay(const PipeMaterial& pm)
|
| | | {
|
| | | PL_SensetimeFaceTrack_Internal* in = (PL_SensetimeFaceTrack_Internal*)internal;
|
| | | //LOG_ERROR << "PL_SensetimeFaceTrack pay" << LOG_ENDL;
|
| | | in->payError = true;
|
| | |
|
| | | if (in->payError)
|
| | | pm.breake(PipeMaterial::PMT_FRAME_LIST, MB_Frame::MBFT_YUV420, PL_SensetimeFaceTrack::pay_breaker_MBFT_YUV, in);
|
| | | if (in->payError)
|
| | | pm.breake(PipeMaterial::PMT_FRAME_LIST, MB_Frame::MBFT_NV12, PL_SensetimeFaceTrack::pay_breaker_MBFT_YUV, in);
|
| | | if (in->payError)
|
| | | pm.breake(PipeMaterial::PMT_FRAME, MB_Frame::MBFT_YUV420, PL_SensetimeFaceTrack::pay_breaker_MBFT_YUV, in);
|
| | | if (in->payError)
|
| | | pm.breake(PipeMaterial::PMT_FRAME, MB_Frame::MBFT_NV12, PL_SensetimeFaceTrack::pay_breaker_MBFT_YUV, in);
|
| | |
|
| | | in->frameCount++;
|
| | | |
| | | return !(in->payError);
|
| | | }
|
| | |
|
| | | bool PL_SensetimeFaceTrack::gain(PipeMaterial& pm)
|
| | |
| | | in->pmList[0].buffSize = 0;
|
| | | in->pmList[0].former = this;
|
| | |
|
| | | in->pmList[1].type = PipeMaterial::PMT_BYTES;
|
| | | in->pmList[1].type = PipeMaterial::PMT_PTR;
|
| | | in->pmList[1].buffer = &(in->faceFeatures);
|
| | | in->pmList[1].buffSize = 0;
|
| | | in->pmList[1].former = this;
|