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Showing 45 changed files with 28 additions and 1337 deletions
.gitignore 0 → 100644
*.vscode
\ No newline at end of file
CMakeLists.txt
......@@ -6,9 +6,10 @@ set(CMAKE_CXX_STANDARD 11)
find_package(OpenCV REQUIRED)
set(MNN_DIR /home/situ/MNN/MNN1.0/MNN)
include_directories(${MNN_DIR}/include)
include_directories(/home/situ/qfs/face_recognize_mnn/include)
include_directories(/home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/include)
link_directories(${MNN_DIR}/build)
add_executable(main main.cpp facerecognize.cpp retinaface.cpp facelandmarks.cpp facecomparison.cpp)
aux_source_directory(/home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/tools ALL_TOOLS)
add_executable(main main.cpp facecomparison.cpp ${ALL_TOOLS})
target_link_libraries(main -lMNN ${OpenCV_LIBS})
......
README.md
MNN1.0.0+opencv
# MNN1.0.0+opencv3.x
信息结构体
# CMakeLists
cmake_minimum_required(VERSION 3.10)
project(main)
set(CMAKE_CXX_STANDARD 11)
find_package(OpenCV REQUIRED)
set(MNN_DIR ***) // MNN路径
include_directories(${MNN_DIR}/include)
link_directories(${MNN_DIR}/build)
include_directories(***/face_recognize_mnn/include) // 当前项目include路径
aux_source_directory(***/face_recognize_mnn/tools ALL_TOOLS) // source cpp文件路径
add_executable(main main.cpp facecomparison.cpp ${ALL_TOOLS})
target_link_libraries(main -lMNN ${OpenCV_LIBS})
# 信息结构体
struct OutputInfo{
int error_code;
......@@ -12,7 +26,7 @@ MNN1.0.0+opencv
vector<bool> init_error;
};
模型初始化
# 模型初始化
InitModelError init_model_code;
FaceComparison face_rec = FaceComparison();
......@@ -23,7 +37,7 @@ MNN1.0.0+opencv
rec_model_path:人脸识别模型的模型路径
init_model_code:保存每个模型初始化状态true/false
重要参数(include/facecomparison.h文件)
# 重要参数(include/facecomparison.h文件)
// 人脸检测阈值
float confidence_threshold = 0.5;
......@@ -36,17 +50,17 @@ MNN1.0.0+opencv
// 推理方式
MNNForwardType forward_type = MNN_FORWARD_CPU;
接口(返回结果 bool:true/false)
# 接口(返回结果 bool:true/false)
int inference(string image_path1,string image_path2,OutputInfo &output_info);参数为两张图像地址，其中iamge1_path为face_id图像输入
int inference(Mat image1,Mat image2,OutputInfo &output_info);参数为两张opencv读取的图像矩阵，其中iamge1为face_id图像输入
调用方式
# 调用方式
OutputInfo output_info;
int result = face_rec.inference(image1,image2,output_info);
编译
# 编译
将CMakeLists.txt 中 set(FACECOMPARISON_DIR /home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/include)
改为include文件夹所在的绝对地址
......
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......@@ -3,9 +3,9 @@ int main(){
Mat image1 = cv::imread("/data/face_recognize/pipeline_test/35326a760af111ec9f2300163e772630/310cardImageContent163047910320427.jpg");
Mat image2 = cv::imread("/data/face_recognize/pipeline_test/35326a760af111ec9f2300163e772630/310faceImageContent163047910353714.jpg");
string face_det_model = "/home/situ/qfs/face_recognize_mnn/model/det_face_retina_mnn_1.0.0_v0.1.1.mnn";
string face_landm_model = "/home/situ/qfs/face_recognize_mnn/model/det_landmarks_106_v0.0.1.mnn";
string face_rec_model = "/home/situ/qfs/face_recognize_mnn/model/cls_face_mnn_1.0.0_v0.1.1.mnn";
string face_det_model = "/home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/model/det_face_retina_mnn_1.0.0_v0.1.1.mnn";
string face_landm_model = "/home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/model/det_landmarks_106_v0.0.1.mnn";
string face_rec_model = "/home/situ/qfs/sdk_project/mnn_projects/face_recognize_mnn/model/cls_face_mnn_1.0.0_v0.1.1.mnn";
InitModelError init_model_code;
OutputInfo output_info;
......
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