KMeansUtils.h

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// KMeansUtils.h:
// ------------------------
//

#ifndef __PYIPSDKIPLCLASSIFICATION_KMEANSUTILS_H__
#define __PYIPSDKIPLCLASSIFICATION_KMEANSUTILS_H__

#include <Python/PyIPSDKIPLClassification/PyIPSDKIPLClassificationExports.h>
#include <IPSDKIPL/IPSDKIPLClassification/Processor/KMeansImg/KMeansImg.h>
#include <IPSDKIPL/IPSDKIPLClassification/Processor/KernelKMeansImg/KernelKMeansImg.h>
#include <boost/python/tuple.hpp>

class ipsdk::imaproc::classif::KMeansImgLvl1;

namespace ipsdk {
namespace python {


PYIPSDKIPLCLASSIFICATION_API boost::python::tuple
kMeansImg(const image::ImageConstPtr& pInImg,
          const ipUInt32 nbClusters);

PYIPSDKIPLCLASSIFICATION_API boost::python::tuple
kMeansImg(const image::ImageConstPtr& pInImg,
          const ipUInt32 nbClusters,
          const ipUInt32 nbAttempts,
          const ipUInt32 nbMaxIterPerAttempt,
          const ipReal64 centersShiftTol,
          const ipsdk::image::ImagePtr& pOutClassImg);

PYIPSDKIPLCLASSIFICATION_API boost::python::tuple
kMeansImg(const image::ImageConstPtr& pInImg,
          const ipsdk::image::ImageConstPtr& pInOptSingleGreyMaskImg,
          const ipUInt32 nbClusters);

PYIPSDKIPLCLASSIFICATION_API boost::python::tuple
kMeansImg(const image::ImageConstPtr& pInImg,
          const ipsdk::image::ImageConstPtr& pInOptSingleGreyMaskImg,
          const ipUInt32 nbClusters,
          const ipUInt32 nbAttempts,
          const ipUInt32 nbMaxIterPerAttempt,
          const ipReal64 centersShiftTol,
          const ipsdk::image::ImagePtr& pOutClassImg);

PYIPSDKIPLCLASSIFICATION_API boost::python::tuple
getAsyncProcessorOutput(boost::shared_ptr<ipsdk::imaproc::classif::KMeansImgLvl1> pProcessor);
PYIPSDKIPLCLASSIFICATION_API boost::python::tuple
getAsyncProcessorOutput(boost::shared_ptr<ipsdk::imaproc::classif::KernelKMeansImgLvl1> pProcessor);


} // end of namespace python
} // end of namespace ipsdk

#endif // __PYIPSDKIPLCLASSIFICATION_KMEANSUTILS_H__