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Merge pull request #10287 from sturkmen72:update_createsamples_cpp
* update createsamples adds command-line option -rngseed replaces rand() -> theRNG() * Update utility.cpp * apps(createsamples): fix warpPerspective pixels access bug
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@ -45,16 +45,15 @@
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* Create test/training samples
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*/
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#include "opencv2/core.hpp"
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#include "utility.hpp"
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#include <cstdio>
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#include <cstring>
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#include <cstdlib>
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#include <cmath>
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#include <ctime>
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using namespace std;
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#include "utility.hpp"
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int main( int argc, char* argv[] )
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{
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int i = 0;
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@ -77,8 +76,7 @@ int main( int argc, char* argv[] )
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int width = 24;
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int height = 24;
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double maxscale = -1.0;
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srand((unsigned int)time(0));
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int rngseed = 12345;
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if( argc == 1 )
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{
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@ -94,9 +92,10 @@ int main( int argc, char* argv[] )
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" [-maxzangle <max_z_rotation_angle = %f>]\n"
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" [-show [<scale = %f>]]\n"
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" [-w <sample_width = %d>]\n [-h <sample_height = %d>]\n"
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" [-maxscale <max sample scale = %f>]\n",
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" [-maxscale <max sample scale = %f>]\n"
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" [-rngseed <rng seed = %d>]\n",
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argv[0], num, bgcolor, bgthreshold, maxintensitydev,
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maxxangle, maxyangle, maxzangle, scale, width, height, maxscale );
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maxxangle, maxyangle, maxzangle, scale, width, height, maxscale, rngseed );
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return 0;
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}
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@ -178,8 +177,14 @@ int main( int argc, char* argv[] )
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{
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maxscale = atof( argv[++i] );
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}
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else if (!strcmp(argv[i], "-rngseed"))
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{
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rngseed = atoi(argv[++i]);
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}
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}
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cv::setRNGSeed( rngseed );
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printf( "Info file name: %s\n", ((infoname == NULL) ? nullname : infoname ) );
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printf( "Img file name: %s\n", ((imagename == NULL) ? nullname : imagename ) );
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printf( "Vec file name: %s\n", ((vecname == NULL) ? nullname : vecname ) );
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@ -200,7 +205,8 @@ int main( int argc, char* argv[] )
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}
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printf( "Width: %d\n", width );
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printf( "Height: %d\n", height );
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printf( "Max Scale: %g\n", maxscale);
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printf( "Max Scale: %g\n", maxscale );
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printf( "RNG Seed: %d\n", rngseed );
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/* determine action */
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if( imagename && vecname )
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@ -374,23 +374,23 @@ static void cvWarpPerspective( Mat src, Mat dst, double quad[4][2] )
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i00 = i10 = i01 = i11 = (int) fill_value;
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/* linear interpolation using 2x2 neighborhood */
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if( isrc_x >= 0 && isrc_x <= src.cols &&
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isrc_y >= 0 && isrc_y <= src.rows )
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if( isrc_x >= 0 && isrc_x < src.cols &&
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isrc_y >= 0 && isrc_y < src.rows )
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{
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i00 = src.at<uchar>(isrc_y, isrc_x);
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}
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if( isrc_x >= -1 && isrc_x < src.cols &&
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isrc_y >= 0 && isrc_y <= src.rows )
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if( isrc_x >= -1 && isrc_x + 1 < src.cols &&
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isrc_y >= 0 && isrc_y < src.rows )
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{
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i10 = src.at<uchar>(isrc_y, isrc_x + 1);
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}
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if( isrc_x >= 0 && isrc_x <= src.cols &&
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isrc_y >= -1 && isrc_y < src.rows )
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if( isrc_x >= 0 && isrc_x < src.cols &&
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isrc_y >= -1 && isrc_y + 1 < src.rows )
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{
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i01 = src.at<uchar>(isrc_y + 1, isrc_x);
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}
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if( isrc_x >= -1 && isrc_x < src.cols &&
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isrc_y >= -1 && isrc_y < src.rows )
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if( isrc_x >= -1 && isrc_x + 1 < src.cols &&
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isrc_y >= -1 && isrc_y + 1 < src.rows )
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{
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i11 = src.at<uchar>(isrc_y + 1, isrc_x + 1);
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}
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@ -458,11 +458,10 @@ void icvRandomQuad( int width, int height, double quad[4][2],
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Mat rotMat( 3, 3, CV_64FC1, &rotMatData[0] );
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Mat vect( 3, 1, CV_64FC1, &vectData[0] );
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rotVectData[0] = maxxangle * (2.0 * rand() / RAND_MAX - 1.0);
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rotVectData[1] = ( maxyangle - fabs( rotVectData[0] ) )
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* (2.0 * rand() / RAND_MAX - 1.0);
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rotVectData[2] = maxzangle * (2.0 * rand() / RAND_MAX - 1.0);
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d = (distfactor + distfactor2 * (2.0 * rand() / RAND_MAX - 1.0)) * width;
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rotVectData[0] = theRNG().uniform( -maxxangle, maxxangle );
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rotVectData[1] = ( maxyangle - fabs( rotVectData[0] ) ) * theRNG().uniform( -1.0, 1.0 );
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rotVectData[2] = theRNG().uniform( -maxzangle, maxzangle );
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d = ( distfactor + distfactor2 * theRNG().uniform( -1.0, 1.0 ) ) * width;
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Rodrigues( rotVect, rotMat );
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@ -662,15 +661,15 @@ void icvPlaceDistortedSample( Mat background,
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cr.height = (int) (MAX( quad[2][1], quad[3][1] ) + 0.5F ) - cr.y;
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}
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xshift = maxshiftf * rand() / RAND_MAX;
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yshift = maxshiftf * rand() / RAND_MAX;
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xshift = theRNG().uniform( 0., maxshiftf );
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yshift = theRNG().uniform( 0., maxshiftf );
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cr.x -= (int) ( xshift * cr.width );
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cr.y -= (int) ( yshift * cr.height );
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cr.width = (int) ((1.0 + maxshiftf) * cr.width );
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cr.height = (int) ((1.0 + maxshiftf) * cr.height);
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randscale = maxscalef * rand() / RAND_MAX;
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randscale = theRNG().uniform( 0., maxscalef );
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cr.x -= (int) ( 0.5 * randscale * cr.width );
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cr.y -= (int) ( 0.5 * randscale * cr.height );
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cr.width = (int) ((1.0 + randscale) * cr.width );
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@ -689,7 +688,7 @@ void icvPlaceDistortedSample( Mat background,
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resize( data->img(roi), img, img.size(), 0, 0, INTER_LINEAR_EXACT);
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resize( data->maskimg(roi), maskimg, maskimg.size(), 0, 0, INTER_LINEAR_EXACT);
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forecolordev = (int) (maxintensitydev * (2.0 * rand() / RAND_MAX - 1.0));
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forecolordev = theRNG().uniform( -maxintensitydev, maxintensitydev );
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for( r = 0; r < img.rows; r++ )
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{
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@ -829,7 +828,7 @@ void icvGetNextFromBackgroundData( CvBackgroundData* data,
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{
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round = data->round;
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data->last = rand() % data->count;
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data->last = theRNG().uniform( 0, RAND_MAX ) % data->count;
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#ifdef CV_VERBOSE
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printf( "Open background image: %s\n", data->filename[data->last] );
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@ -877,7 +876,7 @@ void icvGetNextFromBackgroundData( CvBackgroundData* data,
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((float) data->winsize.height + reader->point.y) / ((float) reader->src.rows) );
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resize( reader->src, reader->img,
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Size((int)(reader->scale * reader->src.rows + 0.5F), (int)(reader->scale * reader->src.cols + 0.5F)), 0, 0, INTER_LINEAR_EXACT );
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Size((int)(reader->scale * reader->src.cols + 0.5F), (int)(reader->scale * reader->src.rows + 0.5F)), 0, 0, INTER_LINEAR_EXACT);
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}
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/*
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@ -932,7 +931,7 @@ void icvGetBackgroundImage( CvBackgroundData* data,
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if( reader->scale <= 1.0F )
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{
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resize(reader->src, reader->img,
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Size((int)(reader->scale * reader->src.rows), (int)(reader->scale * reader->src.cols)), 0, 0, INTER_LINEAR_EXACT);
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Size((int)(reader->scale * reader->src.cols), (int)(reader->scale * reader->src.rows)), 0, 0, INTER_LINEAR_EXACT);
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}
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else
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{
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@ -1072,7 +1071,7 @@ void cvCreateTrainingSamples( const char* filename,
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if( invert == CV_RANDOM_INVERT )
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{
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inverse = (rand() > (RAND_MAX/2));
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inverse = theRNG().uniform( 0, 2 );
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}
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icvPlaceDistortedSample( sample, inverse, maxintensitydev,
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maxxangle, maxyangle, maxzangle,
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@ -1182,16 +1181,16 @@ void cvCreateTestSamples( const char* infoname,
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if( maxscale < 1.0F ) continue;
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scale = ((float)maxscale - 1.0F) * rand() / RAND_MAX + 1.0F;
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scale = theRNG().uniform( 1.0F, (float)maxscale );
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width = (int) (scale * winwidth);
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height = (int) (scale * winheight);
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x = (int) ((0.1+0.8 * rand()/RAND_MAX) * (cvbgreader->src.cols - width));
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y = (int) ((0.1+0.8 * rand()/RAND_MAX) * (cvbgreader->src.rows - height));
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x = (int) ( theRNG().uniform( 0.1, 0.8 ) * (cvbgreader->src.cols - width));
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y = (int) ( theRNG().uniform( 0.1, 0.8 ) * (cvbgreader->src.rows - height));
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if( invert == CV_RANDOM_INVERT )
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{
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inverse = (rand() > (RAND_MAX/2));
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inverse = theRNG().uniform( 0, 2 );
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}
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icvPlaceDistortedSample( cvbgreader->src(Rect(x, y, width, height)), inverse, maxintensitydev,
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maxxangle, maxyangle, maxzangle,
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@ -1452,9 +1451,9 @@ void cvShowVecSamples( const char* filename, int winwidth, int winheight,
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icvGetTraininDataFromVec( sample, file );
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if( scale != 1.0 )
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resize( sample, sample,
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Size(MAX(1, cvCeil(scale * winheight)), MAX(1, cvCeil(scale * winwidth))), 0, 0, INTER_LINEAR_EXACT);
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Size(MAX(1, cvCeil(scale * winwidth)), MAX(1, cvCeil(scale * winheight))), 0, 0, INTER_LINEAR_EXACT);
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imshow( "Sample", sample );
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if( (waitKey( 0 ) & 0xFF) == 27 ) break;
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if( waitKey( 0 ) == 27 ) break;
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}
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}
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fclose( file.input );
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