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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 121 additions and 35 deletions
CMakeLists.txt
...@@ -13,6 +13,6 @@ set(FACECOMPARISON_DIR /home/situ/qfs/sdk_project/mnn_projects/face_recognize_mn ...@@ -13,6 +13,6 @@ set(FACECOMPARISON_DIR /home/situ/qfs/sdk_project/mnn_projects/face_recognize_mn
13 add_executable(main main.cpp facerecognize.cpp retinaface.cpp facelandmarks.cpp facecomparison.cpp) 13 add_executable(main main.cpp facerecognize.cpp retinaface.cpp facelandmarks.cpp facecomparison.cpp)
14 # add_executable(main main.cpp) 14 # add_executable(main main.cpp)
15 # add_executable(main z.cpp) 15 # add_executable(main z.cpp)
16 # target_link_libraries(main ${FACECOMPARISON_DIR}/libfacecomparison.so -lMNN ${OpenCV_LIBS}) 16 target_link_libraries(main ${FACECOMPARISON_DIR}/libfacecomparison.so -lMNN ${OpenCV_LIBS})
17 target_link_libraries(main -lMNN ${OpenCV_LIBS}) 17 # target_link_libraries(facecomparison -lMNN ${OpenCV_LIBS})
18 18
......
README.md
...@@ -19,6 +19,8 @@ FaceComparison face_rec=FaceComparison(det_model_path,landm_model_path,rec_model ...@@ -19,6 +19,8 @@ FaceComparison face_rec=FaceComparison(det_model_path,landm_model_path,rec_model
19 float face_recongnize_thr = 0.5; 19 float face_recongnize_thr = 0.5;
20 // 线程个数 20 // 线程个数
21 int num_thread = 2; 21 int num_thread = 2;
22 // 推理方式
23 MNNForwardType forward_type = MNN_FORWARD_CPU;
22 24
23 接口(返回结果 bool:true/false) 25 接口(返回结果 bool:true/false)
24 26
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/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 1 /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){ ...@@ -15,7 +15,7 @@ bool FaceLandmarks::init_model(string model_path){
15 } 15 }
16 //创建session 16 //创建session
17 MNN::ScheduleConfig schedule_config; 17 MNN::ScheduleConfig schedule_config;
18 schedule_config.type = MNN_FORWARD_CPU; 18 schedule_config.type = forward_type;
19 schedule_config.numThread = num_thread; 19 schedule_config.numThread = num_thread;
20 MNN::BackendConfig backend_config; 20 MNN::BackendConfig backend_config;
21 backend_config.memory = MNN::BackendConfig::Memory_Normal; 21 backend_config.memory = MNN::BackendConfig::Memory_Normal;
......
facerecognize.cpp
...@@ -13,7 +13,7 @@ bool FaceRecognize::init_model(string model_path){ ...@@ -13,7 +13,7 @@ bool FaceRecognize::init_model(string model_path){
13 13
14 ScheduleConfig config; 14 ScheduleConfig config;
15 config.numThread=num_thread; 15 config.numThread=num_thread;
16 config.type=MNN_FORWARD_CPU; 16 config.type=forward_type;
17 17
18 session1 = net->createSession(config); 18 session1 = net->createSession(config);
19 session2 = net->createSession(config); 19 session2 = net->createSession(config);
......
include/facecomparison.h
...@@ -17,8 +17,13 @@ class FaceComparison{ ...@@ -17,8 +17,13 @@ class FaceComparison{
17 // 人脸比对相似度阈值 17 // 人脸比对相似度阈值
18 float face_recongnize_thr = 0.5; 18 float face_recongnize_thr = 0.5;
19 19
20 //线程个数 20 // 线程个数
21 int num_thread = 2; 21 int num_thread = 2;
22
23 // 推理方式
24 MNNForwardType forward_type = MNN_FORWARD_CPU;
25
26
22 //接口 27 //接口
23 bool inference(string image_path1,string image_path2); 28 bool inference(string image_path1,string image_path2);
24 bool inference(Mat image1,Mat image2); 29 bool inference(Mat image1,Mat image2);
...@@ -35,14 +40,13 @@ class FaceComparison{ ...@@ -35,14 +40,13 @@ class FaceComparison{
35 face_det.confidence_threshold = confidence_threshold; 40 face_det.confidence_threshold = confidence_threshold;
36 face_det.is_bbox_process = is_bbox_process; 41 face_det.is_bbox_process = is_bbox_process;
37 face_det.num_thread=num_thread; 42 face_det.num_thread=num_thread;
43 face_det.forward_type = forward_type;
38 face_landm =FaceLandmarks(face_landm_model); 44 face_landm =FaceLandmarks(face_landm_model);
39 face_landm.num_thread=num_thread; 45 face_landm.num_thread=num_thread;
46 face_landm.forward_type=forward_type;
40 face_rec =FaceRecognize(face_rec_model); 47 face_rec =FaceRecognize(face_rec_model);
41 face_rec.num_thread=num_thread; 48 face_rec.num_thread=num_thread;
49 face_rec.forward_type=forward_type;
42 } 50 }
43
44
45
46
47 }; 51 };
48 #endif 52 #endif
...\ No newline at end of file ...\ No newline at end of file
......
include/facelandmarks.h
...@@ -13,6 +13,7 @@ using namespace MNN; ...@@ -13,6 +13,7 @@ using namespace MNN;
13 class FaceLandmarks{ 13 class FaceLandmarks{
14 public: 14 public:
15 int num_thread = 2; 15 int num_thread = 2;
16 MNNForwardType forward_type = MNN_FORWARD_CPU;
16 17
17 public: 18 public:
18 FaceLandmarks(); 19 FaceLandmarks();
......
include/facerecognize.h
...@@ -12,6 +12,9 @@ using namespace cv; ...@@ -12,6 +12,9 @@ using namespace cv;
12 class FaceRecognize{ 12 class FaceRecognize{
13 public: 13 public:
14 int num_thread = 2; 14 int num_thread = 2;
15 MNNForwardType forward_type = MNN_FORWARD_CPU;
16
17
15 // 推理 18 // 推理
16 double inference(string image_path1,string image_path2); 19 double inference(string image_path1,string image_path2);
17 double inference(Mat image1,Mat image2); 20 double inference(Mat image1,Mat image2);
......
include/retinaface.h
...@@ -31,7 +31,7 @@ class RetinaFace{ ...@@ -31,7 +31,7 @@ class RetinaFace{
31 float confidence_threshold = 0.5; 31 float confidence_threshold = 0.5;
32 bool is_bbox_process=true; 32 bool is_bbox_process=true;
33 int num_thread = 2; 33 int num_thread = 2;
34 34 MNNForwardType forward_type = MNN_FORWARD_CPU;
35 public: 35 public:
36 bool model_init=false; 36 bool model_init=false;
37 vector<int> input_size={640,640}; 37 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){ ...@@ -14,7 +14,7 @@ bool RetinaFace::init_model(string model_path){
14 } 14 }
15 ScheduleConfig config; 15 ScheduleConfig config;
16 config.numThread = num_thread; 16 config.numThread = num_thread;
17 config.type = MNN_FORWARD_CPU; 17 config.type = forward_type;
18 session = net->createSession(config);//创建session 18 session = net->createSession(config);//创建session
19 anchors=priorBox(input_size); //生成建议框 19 anchors=priorBox(input_size); //生成建议框
20 input_tensor = net->getSessionInput(session,NULL); 20 input_tensor = net->getSessionInput(session,NULL);
......
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