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a6c4a7ba by 乔峰昇
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update the part of code

1 parent 703d0677
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Showing 21 changed files with 242 additions and 156 deletions
CMakeLists.txt
......@@ -13,6 +13,6 @@ set(FACECOMPARISON_DIR /home/situ/qfs/sdk_project/mnn_projects/face_recognize_mn
add_executable(main main.cpp facerecognize.cpp retinaface.cpp facelandmarks.cpp facecomparison.cpp)
# add_executable(main main.cpp)
# add_executable(main z.cpp)
# target_link_libraries(main ${FACECOMPARISON_DIR}/libfacecomparison.so -lMNN ${OpenCV_LIBS})
target_link_libraries(main -lMNN ${OpenCV_LIBS})
target_link_libraries(main ${FACECOMPARISON_DIR}/libfacecomparison.so -lMNN ${OpenCV_LIBS})
# target_link_libraries(facecomparison -lMNN ${OpenCV_LIBS})
......
README.md
......@@ -19,6 +19,8 @@ FaceComparison face_rec=FaceComparison(det_model_path,landm_model_path,rec_model
float face_recongnize_thr = 0.5;
// 线程个数
int num_thread = 2;
// 推理方式
MNNForwardType forward_type = MNN_FORWARD_CPU;
接口(返回结果 bool:true/false)
......
build/CMakeFiles/CMakeError.log
Determining if the pthread_create exist failed with the following output:
Change Dir: /home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/build/CMakeFiles/CMakeTmp
Run Build Command:"/usr/bin/make" "cmTC_546f4/fast"
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make: *** [cmTC_99b26/fast] Error 2
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/usr/bin/c++ CMakeFiles/main.dir/main.cpp.o CMakeFiles/main.dir/facerecognize.cpp.o CMakeFiles/main.dir/retinaface.cpp.o CMakeFiles/main.dir/facelandmarks.cpp.o CMakeFiles/main.dir/facecomparison.cpp.o -o main -L/usr/local/cuda-10.1/lib64 -L/home/situ/MNN/MNN1.0/MNN/build -Wl,-rpath,/usr/local/cuda-10.1/lib64:/home/situ/MNN/MNN1.0/MNN/build:/usr/local/lib -lMNN /usr/local/lib/libopencv_gapi.so.4.5.5 /usr/local/lib/libopencv_stitching.so.4.5.5 /usr/local/lib/libopencv_aruco.so.4.5.5 /usr/local/lib/libopencv_barcode.so.4.5.5 /usr/local/lib/libopencv_bgsegm.so.4.5.5 /usr/local/lib/libopencv_bioinspired.so.4.5.5 /usr/local/lib/libopencv_ccalib.so.4.5.5 /usr/local/lib/libopencv_cudabgsegm.so.4.5.5 /usr/local/lib/libopencv_cudafeatures2d.so.4.5.5 /usr/local/lib/libopencv_cudaobjdetect.so.4.5.5 /usr/local/lib/libopencv_cudastereo.so.4.5.5 /usr/local/lib/libopencv_dnn_objdetect.so.4.5.5 /usr/local/lib/libopencv_dnn_superres.so.4.5.5 /usr/local/lib/libopencv_dpm.so.4.5.5 /usr/local/lib/libopencv_face.so.4.5.5 /usr/local/lib/libopencv_freetype.so.4.5.5 /usr/local/lib/libopencv_fuzzy.so.4.5.5 /usr/local/lib/libopencv_hfs.so.4.5.5 /usr/local/lib/libopencv_img_hash.so.4.5.5 /usr/local/lib/libopencv_intensity_transform.so.4.5.5 /usr/local/lib/libopencv_line_descriptor.so.4.5.5 /usr/local/lib/libopencv_mcc.so.4.5.5 /usr/local/lib/libopencv_quality.so.4.5.5 /usr/local/lib/libopencv_rapid.so.4.5.5 /usr/local/lib/libopencv_reg.so.4.5.5 /usr/local/lib/libopencv_rgbd.so.4.5.5 /usr/local/lib/libopencv_saliency.so.4.5.5 /usr/local/lib/libopencv_stereo.so.4.5.5 /usr/local/lib/libopencv_structured_light.so.4.5.5 /usr/local/lib/libopencv_superres.so.4.5.5 /usr/local/lib/libopencv_surface_matching.so.4.5.5 /usr/local/lib/libopencv_tracking.so.4.5.5 /usr/local/lib/libopencv_videostab.so.4.5.5 /usr/local/lib/libopencv_wechat_qrcode.so.4.5.5 /usr/local/lib/libopencv_xfeatures2d.so.4.5.5 /usr/local/lib/libopencv_xobjdetect.so.4.5.5 /usr/local/lib/libopencv_xphoto.so.4.5.5 /usr/local/lib/libopencv_shape.so.4.5.5 /usr/local/lib/libopencv_highgui.so.4.5.5 /usr/local/lib/libopencv_datasets.so.4.5.5 /usr/local/lib/libopencv_plot.so.4.5.5 /usr/local/lib/libopencv_text.so.4.5.5 /usr/local/lib/libopencv_ml.so.4.5.5 /usr/local/lib/libopencv_phase_unwrapping.so.4.5.5 /usr/local/lib/libopencv_cudacodec.so.4.5.5 /usr/local/lib/libopencv_videoio.so.4.5.5 /usr/local/lib/libopencv_cudaoptflow.so.4.5.5 /usr/local/lib/libopencv_cudalegacy.so.4.5.5 /usr/local/lib/libopencv_cudawarping.so.4.5.5 /usr/local/lib/libopencv_optflow.so.4.5.5 /usr/local/lib/libopencv_ximgproc.so.4.5.5 /usr/local/lib/libopencv_video.so.4.5.5 /usr/local/lib/libopencv_imgcodecs.so.4.5.5 /usr/local/lib/libopencv_objdetect.so.4.5.5 /usr/local/lib/libopencv_calib3d.so.4.5.5 /usr/local/lib/libopencv_dnn.so.4.5.5 /usr/local/lib/libopencv_features2d.so.4.5.5 /usr/local/lib/libopencv_flann.so.4.5.5 /usr/local/lib/libopencv_photo.so.4.5.5 /usr/local/lib/libopencv_cudaimgproc.so.4.5.5 /usr/local/lib/libopencv_cudafilters.so.4.5.5 /usr/local/lib/libopencv_imgproc.so.4.5.5 /usr/local/lib/libopencv_cudaarithm.so.4.5.5 /usr/local/lib/libopencv_core.so.4.5.5 /usr/local/lib/libopencv_cudev.so.4.5.5
/usr/bin/c++ CMakeFiles/main.dir/main.cpp.o CMakeFiles/main.dir/facerecognize.cpp.o CMakeFiles/main.dir/retinaface.cpp.o CMakeFiles/main.dir/facelandmarks.cpp.o CMakeFiles/main.dir/facecomparison.cpp.o -o main -L/usr/local/cuda-10.1/lib64 -L/home/situ/MNN/MNN1.0/MNN/build -Wl,-rpath,/usr/local/cuda-10.1/lib64:/home/situ/MNN/MNN1.0/MNN/build:/home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/lib:/usr/local/lib ../lib/libfacecomparison.so -lMNN /usr/local/lib/libopencv_gapi.so.4.5.5 /usr/local/lib/libopencv_stitching.so.4.5.5 /usr/local/lib/libopencv_aruco.so.4.5.5 /usr/local/lib/libopencv_barcode.so.4.5.5 /usr/local/lib/libopencv_bgsegm.so.4.5.5 /usr/local/lib/libopencv_bioinspired.so.4.5.5 /usr/local/lib/libopencv_ccalib.so.4.5.5 /usr/local/lib/libopencv_cudabgsegm.so.4.5.5 /usr/local/lib/libopencv_cudafeatures2d.so.4.5.5 /usr/local/lib/libopencv_cudaobjdetect.so.4.5.5 /usr/local/lib/libopencv_cudastereo.so.4.5.5 /usr/local/lib/libopencv_dnn_objdetect.so.4.5.5 /usr/local/lib/libopencv_dnn_superres.so.4.5.5 /usr/local/lib/libopencv_dpm.so.4.5.5 /usr/local/lib/libopencv_face.so.4.5.5 /usr/local/lib/libopencv_freetype.so.4.5.5 /usr/local/lib/libopencv_fuzzy.so.4.5.5 /usr/local/lib/libopencv_hfs.so.4.5.5 /usr/local/lib/libopencv_img_hash.so.4.5.5 /usr/local/lib/libopencv_intensity_transform.so.4.5.5 /usr/local/lib/libopencv_line_descriptor.so.4.5.5 /usr/local/lib/libopencv_mcc.so.4.5.5 /usr/local/lib/libopencv_quality.so.4.5.5 /usr/local/lib/libopencv_rapid.so.4.5.5 /usr/local/lib/libopencv_reg.so.4.5.5 /usr/local/lib/libopencv_rgbd.so.4.5.5 /usr/local/lib/libopencv_saliency.so.4.5.5 /usr/local/lib/libopencv_stereo.so.4.5.5 /usr/local/lib/libopencv_structured_light.so.4.5.5 /usr/local/lib/libopencv_superres.so.4.5.5 /usr/local/lib/libopencv_surface_matching.so.4.5.5 /usr/local/lib/libopencv_tracking.so.4.5.5 /usr/local/lib/libopencv_videostab.so.4.5.5 /usr/local/lib/libopencv_wechat_qrcode.so.4.5.5 /usr/local/lib/libopencv_xfeatures2d.so.4.5.5 /usr/local/lib/libopencv_xobjdetect.so.4.5.5 /usr/local/lib/libopencv_xphoto.so.4.5.5 /usr/local/lib/libopencv_shape.so.4.5.5 /usr/local/lib/libopencv_highgui.so.4.5.5 /usr/local/lib/libopencv_datasets.so.4.5.5 /usr/local/lib/libopencv_plot.so.4.5.5 /usr/local/lib/libopencv_text.so.4.5.5 /usr/local/lib/libopencv_ml.so.4.5.5 /usr/local/lib/libopencv_phase_unwrapping.so.4.5.5 /usr/local/lib/libopencv_cudacodec.so.4.5.5 /usr/local/lib/libopencv_videoio.so.4.5.5 /usr/local/lib/libopencv_cudaoptflow.so.4.5.5 /usr/local/lib/libopencv_cudalegacy.so.4.5.5 /usr/local/lib/libopencv_cudawarping.so.4.5.5 /usr/local/lib/libopencv_optflow.so.4.5.5 /usr/local/lib/libopencv_ximgproc.so.4.5.5 /usr/local/lib/libopencv_video.so.4.5.5 /usr/local/lib/libopencv_imgcodecs.so.4.5.5 /usr/local/lib/libopencv_objdetect.so.4.5.5 /usr/local/lib/libopencv_calib3d.so.4.5.5 /usr/local/lib/libopencv_dnn.so.4.5.5 /usr/local/lib/libopencv_features2d.so.4.5.5 /usr/local/lib/libopencv_flann.so.4.5.5 /usr/local/lib/libopencv_photo.so.4.5.5 /usr/local/lib/libopencv_cudaimgproc.so.4.5.5 /usr/local/lib/libopencv_cudafilters.so.4.5.5 /usr/local/lib/libopencv_imgproc.so.4.5.5 /usr/local/lib/libopencv_cudaarithm.so.4.5.5 /usr/local/lib/libopencv_core.so.4.5.5 /usr/local/lib/libopencv_cudev.so.4.5.5
......
build/main
No preview for this file type
facelandmarks.cpp
......@@ -15,7 +15,7 @@ bool FaceLandmarks::init_model(string model_path){
}
//创建session
MNN::ScheduleConfig schedule_config;
schedule_config.type = MNN_FORWARD_CPU;
schedule_config.type = forward_type;
schedule_config.numThread = num_thread;
MNN::BackendConfig backend_config;
backend_config.memory = MNN::BackendConfig::Memory_Normal;
......
facerecognize.cpp
......@@ -13,7 +13,7 @@ bool FaceRecognize::init_model(string model_path){
ScheduleConfig config;
config.numThread=num_thread;
config.type=MNN_FORWARD_CPU;
config.type=forward_type;
session1 = net->createSession(config);
session2 = net->createSession(config);
......
include/facecomparison.h
......@@ -17,8 +17,13 @@ class FaceComparison{
// 人脸比对相似度阈值
float face_recongnize_thr = 0.5;
//线程个数
// 线程个数
int num_thread = 2;
// 推理方式
MNNForwardType forward_type = MNN_FORWARD_CPU;
//接口
bool inference(string image_path1,string image_path2);
bool inference(Mat image1,Mat image2);
......@@ -35,14 +40,13 @@ class FaceComparison{
face_det.confidence_threshold = confidence_threshold;
face_det.is_bbox_process = is_bbox_process;
face_det.num_thread=num_thread;
face_det.forward_type = forward_type;
face_landm =FaceLandmarks(face_landm_model);
face_landm.num_thread=num_thread;
face_landm.forward_type=forward_type;
face_rec =FaceRecognize(face_rec_model);
face_rec.num_thread=num_thread;
face_rec.forward_type=forward_type;
}
};
#endif
\ No newline at end of file
......
include/facelandmarks.h
......@@ -13,6 +13,7 @@ using namespace MNN;
class FaceLandmarks{
public:
int num_thread = 2;
MNNForwardType forward_type = MNN_FORWARD_CPU;
public:
FaceLandmarks();
......
include/facerecognize.h
......@@ -12,6 +12,9 @@ using namespace cv;
class FaceRecognize{
public:
int num_thread = 2;
MNNForwardType forward_type = MNN_FORWARD_CPU;
// 推理
double inference(string image_path1,string image_path2);
double inference(Mat image1,Mat image2);
......
include/retinaface.h
......@@ -31,7 +31,7 @@ class RetinaFace{
float confidence_threshold = 0.5;
bool is_bbox_process=true;
int num_thread = 2;
MNNForwardType forward_type = MNN_FORWARD_CPU;
public:
bool model_init=false;
vector<int> input_size={640,640};
......
lib/libfacecomparison.so
No preview for this file type
retinaface.cpp
......@@ -14,7 +14,7 @@ bool RetinaFace::init_model(string model_path){
}
ScheduleConfig config;
config.numThread = num_thread;
config.type = MNN_FORWARD_CPU;
config.type = forward_type;
session = net->createSession(config);//创建session
anchors=priorBox(input_size); //生成建议框
input_tensor = net->getSessionInput(session,NULL);
......
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