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Error while converting csv file into matrices form using CvMLData

I need to convert csv file into matrices.I wrote the following code.

include <opencv2 imgproc="" imgproc.hpp="">

include <opencv2 opencv.hpp="">

include <opencv2 core="" core.hpp="">

include "opencv2/imgcodecs.hpp"

include <opencv2 highgui="" highgui_c.h="">

include <opencv2 ml.hpp="">

include <cstdlib>

include<algorithm>

include<fstream>

include<string>

include<iostream>

include<stdlib.h>

include<stdio.h>

using namespace cv; using namespace cv::ml; using namespace std; int main(int, char**){

const char *CSV_FILE = "/home/vidushi/Desktop/new/training.csv";
const char *CSV_FILE1 = "/home/vidushi/Desktop/new/testing.csv";
CvMLData dataFile;
CvMLData dataFile1;
// Load matrix data in csv format
if (dataFile.read_csv(CSV_FILE) != 0)
{
    fprintf(stderr, "Can't read csv file %s\n", CSV_FILE);
    return -1;
}
Mat dataMat(dataFile.get_values()); // Default data type is float
int labels[11] = {1,1,1,1,1,1,1,1,1,1,1};
Mat labelsMat(11, 1, CV_32SC1, labels);

CvMLData dataFile1;
// Load matrix data in csv format
if (dataFile1.read_csv(CSV_FILE1) != 0)
{
    fprintf(stderr, "Can't read csv file %s\n", CSV_FILE1);
    return -1;
}
Mat dataMat1(dataFile1.get_values()); // Default data type is float


Ptr<SVM> svm = SVM::create();
svm->setType(SVM::C_SVC);
svm->setKernel(SVM::LINEAR);
svm->setTermCriteria(TermCriteria(TermCriteria::MAX_ITER, 100, 1e-6));
svm->train(dataMat, ROW_SAMPLE, labelsMat);


float res = svm->predict(dataMat1);

cout << "- Result of prediction:" << res;



return 0;

} When i try to compile this code.Error is generated - /home/vidushi/Desktop/new/svm_class.cpp:29:5: error: ‘CvMLData’ was not declared in this scope CvMLData dataFile; ^ /home/vidushi/Desktop/new/svm_class.cpp:30:14: error: expected ‘;’ before ‘dataFile1’ CvMLData dataFile1; ^ /home/vidushi/Desktop/new/svm_class.cpp:32:9: error: ‘dataFile’ was not declared in this scope if (dataFile.read_csv(CSV_FILE) != 0) ^ /home/vidushi/Desktop/new/svm_class.cpp:37:17: error: ‘dataFile’ was not declared in this scope Mat dataMat(dataFile.get_values()); // Default data type is float ^ /home/vidushi/Desktop/new/svm_class.cpp:41:14: error: expected ‘;’ before ‘dataFile1’ CvMLData dataFile1; ^ /home/vidushi/Desktop/new/svm_class.cpp:43:9: error: ‘dataFile1’ was not declared in this scope if (dataFile1.read_csv(CSV_FILE1) != 0) ^ /home/vidushi/Desktop/new/svm_class.cpp:48:18: error: ‘dataFile1’ was not declared in this scope

Please tell how to resolve this error. I am using opencv 3.2.0, ubuntu 16.04 LTS.

click to hide/show revision 2
No.2 Revision

updated 2017-03-31 03:27:28 -0600

berak gravatar image

Error while converting csv file into matrices form using CvMLData

I need to convert csv file into matrices.I wrote the following code.

include <opencv2 imgproc="" imgproc.hpp="">

include <opencv2 opencv.hpp="">

include <opencv2 core="" core.hpp="">

include "opencv2/imgcodecs.hpp"

include <opencv2 highgui="" highgui_c.h="">

include <opencv2 ml.hpp="">

include <cstdlib>

include<algorithm>

include<fstream>

include<string>

include<iostream>

include<stdlib.h>

include<stdio.h>

#include <opencv2/imgproc/imgproc.hpp>
#include <opencv2/opencv.hpp>
#include <opencv2/core/core.hpp>
#include "opencv2/imgcodecs.hpp"
#include <opencv2/highgui/highgui_c.h>
#include <opencv2/ml.hpp>
#include <cstdlib>
#include<algorithm>
#include<fstream>
#include<string>
#include<iostream>
#include<stdlib.h>
#include<stdio.h>
using namespace cv;
using namespace cv::ml;
using namespace std;
int main(int, char**){

char**){
const char *CSV_FILE = "/home/vidushi/Desktop/new/training.csv";
 const char *CSV_FILE1 = "/home/vidushi/Desktop/new/testing.csv";
 CvMLData dataFile;
 CvMLData dataFile1;
 // Load matrix data in csv format
 if (dataFile.read_csv(CSV_FILE) != 0)
 {
  fprintf(stderr, "Can't read csv file %s\n", CSV_FILE);
 return -1;
 }
 Mat dataMat(dataFile.get_values()); // Default data type is float
 int labels[11] = {1,1,1,1,1,1,1,1,1,1,1};
 Mat labelsMat(11, 1, CV_32SC1, labels);
 CvMLData dataFile1;
 // Load matrix data in csv format
 if (dataFile1.read_csv(CSV_FILE1) != 0)
 {
  fprintf(stderr, "Can't read csv file %s\n", CSV_FILE1);
 return -1;
 }
 Mat dataMat1(dataFile1.get_values()); // Default data type is float
 Ptr<SVM> svm = SVM::create();
 svm->setType(SVM::C_SVC);
 svm->setKernel(SVM::LINEAR);
 svm->setTermCriteria(TermCriteria(TermCriteria::MAX_ITER, 100, 1e-6));
 svm->train(dataMat, ROW_SAMPLE, labelsMat);
 float res = svm->predict(dataMat1);
 cout << "- Result of prediction:" << res;
 return 0;

} When i try to compile this code.Error is generated - /home/vidushi/Desktop/new/svm_class.cpp:29:5: error: ‘CvMLData’ was not declared in this scope CvMLData dataFile; ^ /home/vidushi/Desktop/new/svm_class.cpp:30:14: error: expected ‘;’ before ‘dataFile1’ CvMLData dataFile1; ^ /home/vidushi/Desktop/new/svm_class.cpp:32:9: error: ‘dataFile’ was not declared in this scope if (dataFile.read_csv(CSV_FILE) != 0) ^ /home/vidushi/Desktop/new/svm_class.cpp:37:17: error: ‘dataFile’ was not declared in this scope Mat dataMat(dataFile.get_values()); // Default data type is float ^ /home/vidushi/Desktop/new/svm_class.cpp:41:14: error: expected ‘;’ before ‘dataFile1’ CvMLData dataFile1; ^ /home/vidushi/Desktop/new/svm_class.cpp:43:9: error: ‘dataFile1’ was not declared in this scope if (dataFile1.read_csv(CSV_FILE1) != 0) ^ /home/vidushi/Desktop/new/svm_class.cpp:48:18: error: ‘dataFile1’ was not declared in this scope

scope

Please tell how to resolve this error. I am using opencv 3.2.0, ubuntu 16.04 LTS.