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181 lines
4.2 KiB
181 lines
4.2 KiB
/*
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//实现对部分缺陷 需要进行 数量 和距离上分析的
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*/
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#ifndef AI_Edge_Algin_H_
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#define AI_Edge_Algin_H_
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#include <opencv2/opencv.hpp>
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#include "CheckUtil.hpp"
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#include "OtherDetBaseDefine.h"
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#include "CheckErrorCodeDefine.hpp"
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#include "ImageDetConfig.h"
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#include "AI_Factory.h"
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using namespace std;
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using namespace std;
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using namespace cv;
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// 边缘搜索定位结果
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struct Edge_AI_Result
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{
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int nresult;
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cv::Mat mask;
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cv::Rect roi;
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cv::Mat DetMask_src; // 原图上产品区域
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std::shared_ptr<std::vector<cv::Rect>> edge_RoiList; // 边缘检测的roi区域
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Edge_AI_Result()
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{
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Init();
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}
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void Init()
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{
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nresult = 0;
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roi = cv::Rect(0, 0, 0, 0);
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if (!mask.empty())
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{
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mask.release();
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}
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if (!DetMask_src.empty())
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{
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DetMask_src.release();
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}
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edge_RoiList = std::make_shared<std::vector<cv::Rect>>();
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}
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};
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class AI_Edge_Algin
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{
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public:
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enum SaveProcessType
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{
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Save_Close, // 不保存
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Save_Filter, // 过滤的
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Save_ALL, // 全部
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};
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/// @brief 检测过程的参数
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struct DetConfig
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{
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int ncamId; // 相机ID
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std::string strCamName; // 相机ID
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int nthresholdvalue; // 背景阈值
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int nAIErodesize; // 边缘腐蚀强度
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bool bDebugSaveImg; // 保存结果图片
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SaveProcessType saveProcessImg; // 保存过程图片
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bool bUseDrawRoi_Check; // 是否用绘制的ROI进行校验
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cv::Rect drawRoi; // 绘制的 ROi;
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cv::Mat drawMask; // 绘制的maksk
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DetConfig()
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{
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Init();
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}
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void Init()
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{
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ncamId = 0;
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strCamName = "";
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nthresholdvalue = 1;
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nAIErodesize = 7;
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bDebugSaveImg = false;
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saveProcessImg = Save_Close;
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bUseDrawRoi_Check = false;
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drawRoi = cv::Rect(0, 0, 0, 0);
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if (!drawMask.empty())
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{
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drawMask.release();
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/* code */
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}
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}
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void Print()
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{
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printf("nthresholdvalue:%d;nAIErodesize %d;bSaveResultImg %s SaveProcessImg %d\n",
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nthresholdvalue, nAIErodesize, BOOL_TO_STR(bDebugSaveImg), saveProcessImg);
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printf("bUseDrawRoi_Check %s roi %s \n",
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BOOL_TO_STR(bUseDrawRoi_Check), CheckUtil::GetRectString(drawRoi).c_str());
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}
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bool IsSaveProcessImg()
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{
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if (saveProcessImg != Save_Close)
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{
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return true;
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}
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return false;
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}
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};
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public:
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AI_Edge_Algin(/* args */);
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~AI_Edge_Algin();
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// 初始化检测模型
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int InitModel_ALL();
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int Detect(const cv::Mat &img, DetConfig *pDetConfig, std::shared_ptr<Edge_AI_Result> &pCheckResult_Aling);
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int SaveSmallImg(const cv::Mat &img, const cv::Mat &mask, cv::Rect roi);
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private:
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int InitModel_Big();
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int InitModel_Small();
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int Det_big(const cv::Mat &img, vector<Rect> &smallRoiList, std::shared_ptr<std::vector<cv::Rect>> edgeRoiList, cv::Rect &bigRoi, cv::Mat &big_mask);
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int Dtet_small(const cv::Mat &img, vector<Rect> &smallRoiList, cv::Mat &Src_Mask);
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private:
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bool m_bInitSucc; // 是否初始化成功
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// 检测结果
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// std::shared_ptr<Edge_AI_Result> m_pCheckResult_Aling;
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OtherDet_Config *m_pOtherDet_Config;
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DetConfig *m_pDetConfig;
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std::shared_ptr<AIFactory> AI_Factory;
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std::shared_ptr<AIMulThreadRunBase> runner;
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std::string m_str_curCamName;
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bool m_bInitialized;
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bool m_bModelSucc;
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private:
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/* data */
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};
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// 图片特征定位
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class Image_Feature_Algin
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{
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public:
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struct DetConfig
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{
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bool bSaveImg;
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bool bSave_Process; // 存储过程图片
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float fscore;
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cv::Mat TemplateImg; // 模版图片
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cv::Mat DetImg; // 检测图片
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cv::Rect Search_Roi; // 搜索 范围
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cv::Rect feature_Roi; // 特征区域
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cv::Rect param_CropRoi; // 裁剪区域,在参数图片上
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cv::Rect DetImg_CropROi; // 裁剪区域,在检测图片上
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DetConfig()
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{
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bSaveImg = false;
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bSave_Process = false;
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fscore = 0.9;
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Search_Roi = cv::Rect(0, 0, 0, 0);
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feature_Roi = cv::Rect(0, 0, 0, 0);
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param_CropRoi = cv::Rect(0, 0, 0, 0);
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DetImg_CropROi = cv::Rect(0, 0, 0, 0);
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}
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};
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public:
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Image_Feature_Algin(/* args */);
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~Image_Feature_Algin();
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int Detect(DetConfig *pDetConfig, Align_Result *pResult, std::vector<std::string> &LogList);
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private:
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cv::Point findBestTemplateMatch(const cv::Mat &detectionImage, const cv::Mat &templateImage, double &bestScore, int method = cv::TM_CCOEFF_NORMED);
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private:
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PRINT_LOG_ m_PrintLog;
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private:
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/* data */
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};
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#endif |