OcrDB.h

// PaddleOCR车牌检测

#ifndef __OCR_DB_H__
#define __OCR_DB_H__

#include <string>
#include <migraphx/program.hpp>
#include <opencv2/opencv.hpp>
#include <CommonDefinition.h>
#include <clipper.h>
#include <utility.h>

using namespace std;
using namespace cv;
using namespace migraphx;

namespace migraphxSamples
{

typedef struct _DBParameter
{

    float BinaryThreshold;
    float BoxThreshold;
    float UnclipRatio;
    int LimitSideLen;
    string ScoreMode;

}DBParameter;

class DB
{
public:
    DB();

    ~DB();
    
    ErrorCode Initialize(InitializationParameterOfDB InitializationParameterOfDB);

    ErrorCode Infer(const cv::Mat &img, std::vector<cv::Mat> &imgList);

private:
    ErrorCode DoCommonInitialization(InitializationParameterOfDB InitializationParameterOfDB);

private:
    cv::FileStorage configurationFile;
    InitializationParameterOfDB initializationParameter;
    FILE *logFile;

    migraphx::program net;
    cv::Size inputSize;
    string inputName;
    migraphx::shape inputShape;
    DBParameter dbParameter;

};

class DBPostProcessor {
public:
  void GetContourArea(const std::vector<std::vector<float>> &box,
                      float unclip_ratio, float &distance);

  cv::RotatedRect UnClip(std::vector<std::vector<float>> box,
                         const float &unclip_ratio);

  float **Mat2Vec(cv::Mat mat);

  std::vector<std::vector<int>>
  OrderPointsClockwise(std::vector<std::vector<int>> pts);

  std::vector<std::vector<float>> GetMiniBoxes(cv::RotatedRect box,
                                               float &ssid);

  float BoxScoreFast(std::vector<std::vector<float>> box_array, cv::Mat pred);
  float PolygonScoreAcc(std::vector<cv::Point> contour, cv::Mat pred);

  std::vector<std::vector<std::vector<int>>>
  BoxesFromBitmap(const cv::Mat pred, const cv::Mat bitmap,
                  const float &box_thresh, const float &det_db_unclip_ratio,
                  const std::string &det_db_score_mode);

  std::vector<std::vector<std::vector<int>>>
  FilterTagDetRes(std::vector<std::vector<std::vector<int>>> boxes,
                  float ratio_h, float ratio_w, cv::Mat srcimg);

private:
  static bool XsortInt(std::vector<int> a, std::vector<int> b);

  static bool XsortFp32(std::vector<float> a, std::vector<float> b);

  std::vector<std::vector<float>> Mat2Vector(cv::Mat mat);

  inline int _max(int a, int b) { return a >= b ? a : b; }

  inline int _min(int a, int b) { return a >= b ? b : a; }

  template <class T> inline T clamp(T x, T min, T max) {
    if (x > max)
      return max;
    if (x < min)
      return min;
    return x;
  }

  inline float clampf(float x, float min, float max) {
    if (x > max)
      return max;
    if (x < min)
      return min;
    return x;
  }
};

}

#endif