opencv/apps/haartraining/cvsamplesoutput.cpp
Grigory Serebryakov 81aefed13a 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.
2014-08-25 18:14:27 +04:00

256 lines
6.6 KiB
C++

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