Can create training set in PNG format
The format of the training set can be changed with the `-pngoutput` key. Output image will be resized to a 640x480 size if greater.
This commit is contained in:
255
apps/haartraining/cvsamplesoutput.cpp
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255
apps/haartraining/cvsamplesoutput.cpp
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#include "cvsamplesoutput.h"
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#include <cstdio>
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#include "_cvcommon.h"
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#include "opencv2/opencv.hpp"
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/* print statistic info */
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#define CV_VERBOSE 1
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IOutput::IOutput()
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: currentIdx(0)
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{}
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void IOutput::findFilePathPart(char **partOfPath, char *fullPath)
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{
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*partOfPath = strrchr( fullPath, '\\' );
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if( *partOfPath == NULL )
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{
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*partOfPath = strrchr( fullPath, '/' );
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}
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if( *partOfPath == NULL )
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{
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*partOfPath = fullPath;
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}
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else
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{
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*partOfPath += 1;
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}
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}
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IOutput* IOutput::createOutput(const char *filename,
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IOutput::OutputType type)
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{
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IOutput* output = 0;
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switch (type) {
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case IOutput::PNG_TRAINING_SET:
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output = new PngTrainingSetOutput();
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break;
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case IOutput::JPG_TEST_SET:
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output = new TestSamplesOutput();
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break;
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default:
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#if CV_VERBOSE
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fprintf( stderr, "Invalid output type, valid types are: PNG_TRAINING_SET, JPG_TEST_SET");
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#endif /* CV_VERBOSE */
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return 0;
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}
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if ( output->init( filename ) )
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return output;
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else
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return 0;
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}
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bool PngTrainingSetOutput::init( const char* annotationsListFileName )
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{
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IOutput::init( annotationsListFileName );
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if(imgFileName == imgFullPath)
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{
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#if CV_VERBOSE
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fprintf( stderr, "Invalid path to annotations file: %s\n"
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"It should contain a parent directory name\n", imgFullPath );
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#endif /* CV_VERBOSE */
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return false;
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}
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const char* annotationsdirname = "/annotations/";
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const char* positivesdirname = "/pos/";
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imgFileName[-1] = '\0'; //erase slash at the end of the path
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imgFileName -= 1;
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//copy path to dataset top-level dir
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strcpy(annotationFullPath, imgFullPath);
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//find the name of annotation starting from the top-level dataset dir
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findFilePathPart(&annotationRelativePath, annotationFullPath);
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if( !strcmp( annotationRelativePath, ".." ) || !strcmp( annotationRelativePath, "." ) )
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{
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#if CV_VERBOSE
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fprintf( stderr, "Invalid path to annotations file: %s\n"
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"It should contain a parent directory name\n", annotationsListFileName );
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#endif /* CV_VERBOSE */
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return false;
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}
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//find the name of output image starting from the top-level dataset dir
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findFilePathPart(&imgRelativePath, imgFullPath);
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annotationFileName = annotationFullPath + strlen(annotationFullPath);
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sprintf(annotationFileName, "%s", annotationsdirname);
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annotationFileName += strlen(annotationFileName);
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sprintf(imgFileName, "%s", positivesdirname);
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imgFileName += strlen(imgFileName);
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if( !icvMkDir( annotationFullPath ) )
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{
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#if CV_VERBOSE
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fprintf( stderr, "Unable to create directory hierarchy: %s\n", annotationFullPath );
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#endif /* CV_VERBOSE */
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return false;
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}
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if( !icvMkDir( imgFullPath ) )
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{
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#if CV_VERBOSE
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fprintf( stderr, "Unable to create directory hierarchy: %s\n", imgFullPath );
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#endif /* CV_VERBOSE */
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return false;
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}
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return true;
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}
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bool PngTrainingSetOutput::write( const CvMat& img,
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const CvRect& boundingBox )
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{
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CvRect bbox = scaleBoundingBox(cvGetSize(&img), boundingBox);
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sprintf( imgFileName,
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"%04d_%04d_%04d_%04d_%04d",
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++currentIdx,
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bbox.x,
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bbox.y,
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bbox.width,
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bbox.height );
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sprintf( annotationFileName, "%s.txt", imgFileName );
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fprintf( annotationsList, "%s\n", annotationRelativePath );
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FILE* annotationFile = fopen( annotationFullPath, "w" );
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if(annotationFile == 0)
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{
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return false;
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}
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sprintf( imgFileName + strlen(imgFileName), ".%s", extension );
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fprintf( annotationFile,
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"Image filename : \"%s\"\n"
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"Bounding box for object 1 \"PASperson\" (Xmin, Ymin) - (Xmax, Ymax) : (%d, %d) - (%d, %d)",
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imgRelativePath,
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bbox.x,
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bbox.y,
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bbox.x + bbox.width,
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bbox.y + bbox.height );
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fclose( annotationFile );
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writeImage(img);
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return true;
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}
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void PngTrainingSetOutput::writeImage(const CvMat &img) const
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{
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CvSize origsize = cvGetSize(&img);
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if( origsize.height > destImgHeight || origsize.width > destImgWidth )
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{
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CvMat result = cvMat( destImgHeight, destImgWidth, CV_8UC1,
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cvAlloc( sizeof( uchar ) * destImgHeight * destImgWidth ) );
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cvResize(&img, &result);
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cvSaveImage( imgFullPath, &result );
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cvFree( &(result.data.ptr) );
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}
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else
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{
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cvSaveImage( imgFullPath, &img);
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}
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return;
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}
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CvRect PngTrainingSetOutput::scaleBoundingBox(const CvSize& imgSize, const CvRect& bbox)
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{
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double scale = MAX( (float) destImgWidth / imgSize.width,
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(float) destImgHeight / imgSize.height );
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CvRect boundingBox = bbox;
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int border = 5;
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if( scale < 1. )
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{
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boundingBox.x = bbox.x * scale;
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boundingBox.y = bbox.y * scale;
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boundingBox.width = bbox.width * scale;
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boundingBox.height = bbox.height * scale;
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}
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boundingBox.x -= border;
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boundingBox.y -= border;
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boundingBox.width += 2*border;
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boundingBox.height += 2*border;
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return boundingBox;
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}
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IOutput::~IOutput()
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{
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if(annotationsList)
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{
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fclose(annotationsList);
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}
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}
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bool IOutput::init(const char *filename)
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{
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assert( filename != NULL );
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if( !icvMkDir( filename ) )
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{
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#if CV_VERBOSE
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fprintf( stderr, "Unable to create directory hierarchy: %s\n", filename );
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#endif /* CV_VERBOSE */
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return false;
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}
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annotationsList = fopen( filename, "w" );
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if( annotationsList == NULL )
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{
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#if CV_VERBOSE
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fprintf( stderr, "Unable to create info file: %s\n", filename );
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#endif /* CV_VERBOSE */
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return false;
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}
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strcpy( imgFullPath, filename );
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findFilePathPart( &imgFileName, imgFullPath );
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return true;
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}
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bool TestSamplesOutput::write( const CvMat& img,
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const CvRect& boundingBox )
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{
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sprintf( imgFileName, "%04d_%04d_%04d_%04d_%04d.jpg",
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++currentIdx,
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boundingBox.x,
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boundingBox.y,
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boundingBox.width,
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boundingBox.height );
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fprintf( annotationsList, "%s %d %d %d %d %d\n",
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imgFullPath,
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1,
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boundingBox.x,
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boundingBox.y,
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boundingBox.width,
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boundingBox.height );
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cvSaveImage( imgFullPath, &img);
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return true;
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}
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