void MakeData(const SamplesDesctiptors &descriptors,
cv::Mat *features, cv::Mat *targets) {
size_t rowIndex = 0;
int *target = targets->ptr<int>(0);
for(SamplesDesctiptors::const_iterator descriptor = descriptors.begin();
descriptor != descriptors.end(); ++descriptor, ++rowIndex) {
const float *imageFeature =
GetImageFeatures(descriptor->first).ptr<float>(0);
float *feature = features->ptr<float>(rowIndex);
for(size_t colIndex = 0; colIndex < features->cols; ++colIndex) {
feature[colIndex] = imageFeature[colIndex] / 255.0;
}
target[rowIndex] = descriptor->second;
}
}
MagickExport MagickBooleanType IdentifyImage(Image *image,FILE *file,
const MagickBooleanType verbose,ExceptionInfo *exception)
{
char
color[MaxTextExtent],
format[MaxTextExtent],
key[MaxTextExtent];
ChannelFeatures
*channel_features;
ChannelStatistics
*channel_statistics;
ColorspaceType
colorspace;
const char
*artifact,
*name,
*property,
*registry,
*value;
const MagickInfo
*magick_info;
double
elapsed_time,
user_time;
ImageType
type;
MagickBooleanType
ping;
register const Quantum
*p;
register ssize_t
i,
x;
size_t
distance,
scale;
ssize_t
y;
assert(image != (Image *) NULL);
assert(image->signature == MagickSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
if (file == (FILE *) NULL)
file=stdout;
*format='\0';
elapsed_time=GetElapsedTime(&image->timer);
user_time=GetUserTime(&image->timer);
GetTimerInfo(&image->timer);
if (verbose == MagickFalse)
{
/*
Display summary info about the image.
*/
if (*image->magick_filename != '\0')
if (LocaleCompare(image->magick_filename,image->filename) != 0)
(void) FormatLocaleFile(file,"%s=>",image->magick_filename);
if ((GetPreviousImageInList(image) == (Image *) NULL) &&
(GetNextImageInList(image) == (Image *) NULL) &&
(image->scene == 0))
(void) FormatLocaleFile(file,"%s ",image->filename);
else
(void) FormatLocaleFile(file,"%s[%.20g] ",image->filename,(double)
image->scene);
(void) FormatLocaleFile(file,"%s ",image->magick);
if ((image->magick_columns != 0) || (image->magick_rows != 0))
if ((image->magick_columns != image->columns) ||
(image->magick_rows != image->rows))
(void) FormatLocaleFile(file,"%.20gx%.20g=>",(double)
image->magick_columns,(double) image->magick_rows);
(void) FormatLocaleFile(file,"%.20gx%.20g ",(double) image->columns,
(double) image->rows);
if ((image->page.width != 0) || (image->page.height != 0) ||
(image->page.x != 0) || (image->page.y != 0))
(void) FormatLocaleFile(file,"%.20gx%.20g%+.20g%+.20g ",(double)
image->page.width,(double) image->page.height,(double) image->page.x,
(double) image->page.y);
(void) FormatLocaleFile(file,"%.20g-bit ",(double) image->depth);
if (image->type != UndefinedType)
(void) FormatLocaleFile(file,"%s ",CommandOptionToMnemonic(
MagickTypeOptions,(ssize_t) image->type));
if (image->storage_class == DirectClass)
{
(void) FormatLocaleFile(file,"DirectClass ");
if (image->total_colors != 0)
{
(void) FormatMagickSize(image->total_colors,MagickFalse,format);
(void) FormatLocaleFile(file,"%s ",format);
}
}
else
if (image->total_colors <= image->colors)
(void) FormatLocaleFile(file,"PseudoClass %.20gc ",(double)
image->colors);
else
(void) FormatLocaleFile(file,"PseudoClass %.20g=>%.20gc ",(double)
image->total_colors,(double) image->colors);
if (image->error.mean_error_per_pixel != 0.0)
(void) FormatLocaleFile(file,"%.20g/%f/%fdb ",(double)
(image->error.mean_error_per_pixel+0.5),
image->error.normalized_mean_error,
image->error.normalized_maximum_error);
if (GetBlobSize(image) != 0)
{
(void) FormatMagickSize(GetBlobSize(image),MagickFalse,format);
(void) FormatLocaleFile(file,"%s ",format);
}
(void) FormatLocaleFile(file,"%0.3fu %lu:%02lu.%03lu",user_time,
(unsigned long) (elapsed_time/60.0),(unsigned long) floor(fmod(
elapsed_time,60.0)),(unsigned long) (1000.0*(elapsed_time-
floor(elapsed_time))));
(void) FormatLocaleFile(file,"\n");
(void) fflush(file);
return(ferror(file) != 0 ? MagickFalse : MagickTrue);
}
/*
Display verbose info about the image.
*/
p=GetVirtualPixels(image,0,0,1,1,exception);
ping=p == (const Quantum *) NULL ? MagickTrue : MagickFalse;
type=GetImageType(image,exception);
(void) SignatureImage(image,exception);
(void) FormatLocaleFile(file,"Image: %s\n",image->filename);
if (*image->magick_filename != '\0')
if (LocaleCompare(image->magick_filename,image->filename) != 0)
{
char
filename[MaxTextExtent];
GetPathComponent(image->magick_filename,TailPath,filename);
(void) FormatLocaleFile(file," Base filename: %s\n",filename);
}
magick_info=GetMagickInfo(image->magick,exception);
if ((magick_info == (const MagickInfo *) NULL) ||
(*GetMagickDescription(magick_info) == '\0'))
(void) FormatLocaleFile(file," Format: %s\n",image->magick);
else
(void) FormatLocaleFile(file," Format: %s (%s)\n",image->magick,
GetMagickDescription(magick_info));
(void) FormatLocaleFile(file," Class: %s\n",CommandOptionToMnemonic(
MagickClassOptions,(ssize_t) image->storage_class));
(void) FormatLocaleFile(file," Geometry: %.20gx%.20g%+.20g%+.20g\n",(double)
image->columns,(double) image->rows,(double) image->tile_offset.x,(double)
image->tile_offset.y);
if ((image->magick_columns != 0) || (image->magick_rows != 0))
if ((image->magick_columns != image->columns) ||
(image->magick_rows != image->rows))
(void) FormatLocaleFile(file," Base geometry: %.20gx%.20g\n",(double)
image->magick_columns,(double) image->magick_rows);
if ((image->resolution.x != 0.0) && (image->resolution.y != 0.0))
{
(void) FormatLocaleFile(file," Resolution: %gx%g\n",image->resolution.x,
image->resolution.y);
(void) FormatLocaleFile(file," Print size: %gx%g\n",(double)
image->columns/image->resolution.x,(double) image->rows/
image->resolution.y);
}
(void) FormatLocaleFile(file," Units: %s\n",CommandOptionToMnemonic(
MagickResolutionOptions,(ssize_t) image->units));
(void) FormatLocaleFile(file," Type: %s\n",CommandOptionToMnemonic(
MagickTypeOptions,(ssize_t) type));
if (image->type != UndefinedType)
(void) FormatLocaleFile(file," Base type: %s\n",CommandOptionToMnemonic(
MagickTypeOptions,(ssize_t) image->type));
(void) FormatLocaleFile(file," Endianess: %s\n",CommandOptionToMnemonic(
MagickEndianOptions,(ssize_t) image->endian));
/*
Detail channel depth and extrema.
*/
(void) FormatLocaleFile(file," Colorspace: %s\n",CommandOptionToMnemonic(
MagickColorspaceOptions,(ssize_t) image->colorspace));
channel_statistics=(ChannelStatistics *) NULL;
channel_features=(ChannelFeatures *) NULL;
colorspace=image->colorspace;
scale=1;
if (ping == MagickFalse)
{
size_t
depth;
channel_statistics=GetImageStatistics(image,exception);
artifact=GetImageArtifact(image,"identify:features");
if (artifact != (const char *) NULL)
{
distance=StringToUnsignedLong(artifact);
channel_features=GetImageFeatures(image,distance,exception);
}
depth=GetImageDepth(image,exception);
if (image->depth == depth)
(void) FormatLocaleFile(file," Depth: %.20g-bit\n",(double)
image->depth);
else
(void) FormatLocaleFile(file," Depth: %.20g/%.20g-bit\n",(double)
image->depth,(double) depth);
(void) FormatLocaleFile(file," Channel depth:\n");
if (IsImageGray(image,exception) != MagickFalse)
colorspace=GRAYColorspace;
switch (colorspace)
{
case RGBColorspace:
default:
{
(void) FormatLocaleFile(file," red: %.20g-bit\n",(double)
channel_statistics[RedPixelChannel].depth);
(void) FormatLocaleFile(file," green: %.20g-bit\n",(double)
channel_statistics[GreenPixelChannel].depth);
(void) FormatLocaleFile(file," blue: %.20g-bit\n",(double)
channel_statistics[BluePixelChannel].depth);
break;
}
case CMYKColorspace:
{
(void) FormatLocaleFile(file," cyan: %.20g-bit\n",(double)
channel_statistics[CyanPixelChannel].depth);
(void) FormatLocaleFile(file," magenta: %.20g-bit\n",(double)
channel_statistics[MagentaPixelChannel].depth);
(void) FormatLocaleFile(file," yellow: %.20g-bit\n",(double)
channel_statistics[YellowPixelChannel].depth);
(void) FormatLocaleFile(file," black: %.20g-bit\n",(double)
channel_statistics[BlackPixelChannel].depth);
break;
}
case GRAYColorspace:
{
(void) FormatLocaleFile(file," gray: %.20g-bit\n",(double)
channel_statistics[GrayPixelChannel].depth);
break;
}
}
if (image->matte != MagickFalse)
(void) FormatLocaleFile(file," alpha: %.20g-bit\n",(double)
channel_statistics[AlphaPixelChannel].depth);
scale=1;
if (image->depth <= MAGICKCORE_QUANTUM_DEPTH)
scale=QuantumRange/((size_t) QuantumRange >> ((size_t)
MAGICKCORE_QUANTUM_DEPTH-image->depth));
}
