IPSDK  4_1_0_2
IPSDK : Image Processing Software Development Kit
PixelClassificationRFImg.h
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1 // PixelClassificationRFImg.h:
3 // ---------------------------
4 //
14 
15 #ifndef __IPSDKIPLMACHINELEARNING_PIXELCLASSIFICATIONRFIMG_H__
16 #define __IPSDKIPLMACHINELEARNING_PIXELCLASSIFICATIONRFIMG_H__
17 
18 #include <IPSDKIPL/IPSDKIPLMachineLearning/IPSDKIPLMachineLearningExports.h>
19 #include <IPSDKIPL/IPSDKIPLMachineLearning/Processor/PixelClassificationRFImg/PixelClassificationRFResultTypes.h>
20 #include <IPSDKImage/Image/ImageTypes.h>
21 #include <IPSDKIPL/IPSDKIPLAttributes/DataItem/RandomForestModel.h>
22 
23 namespace ipsdk {
24 namespace imaproc {
25 namespace ml {
26 
27 class PixelClassificationRFImgLvl1;
28 
31 
36 IPSDKIPLMACHINELEARNING_API image::ImagePtr
37 pixelClassificationRFImg(const image::ImageConstPtr& pInImg,
38  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel);
39 IPSDKIPLMACHINELEARNING_API void
40 pixelClassificationRFImg(const image::ImageConstPtr& pInImg,
41  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
42  const image::ImagePtr& pOutBinLabImg);
43 IPSDKIPLMACHINELEARNING_API image::ImagePtr
44 pixelClassificationRFImg(const image::ImageConstPtr& pInImg,
45  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
46  const ipReal32 inOptMemoryRatio);
47 IPSDKIPLMACHINELEARNING_API void
48 pixelClassificationRFImg(const image::ImageConstPtr& pInImg,
49  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
50  const ipReal32 inOptMemoryRatio,
51  const image::ImagePtr& pOutBinLabImg);
52 
53 IPSDKIPLMACHINELEARNING_API PixelClassificationRFResult
54 pixelClassificationRFWithProbabilitiesImg(const image::ImageConstPtr& pInImg,
55  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel);
56 IPSDKIPLMACHINELEARNING_API void
57 pixelClassificationRFWithProbabilitiesImg(const image::ImageConstPtr& pInImg,
58  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
59  const image::ImagePtr& pOutBinLabImg,
60  const image::ImagePtr& pOutRealImg);
61 IPSDKIPLMACHINELEARNING_API PixelClassificationRFResult
62 pixelClassificationRFWithProbabilitiesImg(const image::ImageConstPtr& pInImg,
63  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
64  const ipReal32 inOptMemoryRatio);
65 IPSDKIPLMACHINELEARNING_API void
66 pixelClassificationRFWithProbabilitiesImg(const image::ImageConstPtr& pInImg,
67  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
68  const ipReal32 inOptMemoryRatio,
69  const image::ImagePtr& pOutBinLabImg,
70  const image::ImagePtr& pOutRealImg);
72 
75 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
76 pixelClassificationRFImg_async(const image::ImageConstPtr& pInImg,
77  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel);
78 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
79 pixelClassificationRFImg_async(const image::ImageConstPtr& pInImg,
80  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
81  const image::ImagePtr& pOutBinLabImg);
82 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
83 pixelClassificationRFImg_async(const image::ImageConstPtr& pInImg,
84  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
85  const ipReal32 inOptMemoryRatio);
86 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
87 pixelClassificationRFImg_async(const image::ImageConstPtr& pInImg,
88  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
89  const ipReal32 inOptMemoryRatio,
90  const image::ImagePtr& pOutBinLabImg);
91 
92 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
93 pixelClassificationRFWithProbabilitiesImg_async(const image::ImageConstPtr& pInImg,
94  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel);
95 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
96 pixelClassificationRFWithProbabilitiesImg_async(const image::ImageConstPtr& pInImg,
97  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
98  const image::ImagePtr& pOutBinLabImg,
99  const image::ImagePtr& pOutRealImg);
100 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
101 pixelClassificationRFWithProbabilitiesImg_async(const image::ImageConstPtr& pInImg,
102  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
103  const ipReal32 inOptMemoryRatio);
104 IPSDKIPLMACHINELEARNING_API boost::shared_ptr<PixelClassificationRFImgLvl1>
105 pixelClassificationRFWithProbabilitiesImg_async(const image::ImageConstPtr& pInImg,
106  const ipsdk::imaproc::attr::RandomForestModelConstPtr& pModel,
107  const ipReal32 inOptMemoryRatio,
108  const image::ImagePtr& pOutBinLabImg,
109  const image::ImagePtr& pOutRealImg);
111 
114 IPSDKIPLMACHINELEARNING_API image::ImagePtr
115 getAsyncProcessorOutput(boost::shared_ptr<PixelClassificationRFImgLvl1> pProcessor);
117 
120 
121 } // end of namespace ml
122 } // end of namespace imaproc
123 } // end of namespace ipsdk
124 
125 #endif // __IPSDKIPLMACHINELEARNING_PIXELCLASSIFICATIONRFIMG_H__
ipsdk::imaproc::ml::pixelClassificationRFImg
IPSDKIPLMACHINELEARNING_API image::ImagePtr pixelClassificationRFImg(const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
wrapper function for Compute Random Forest pixel classification
ipsdk::imaproc::attr::RandomForestModelConstPtr
boost::shared_ptr< const ipsdk::imaproc::attr::RandomForestModel > RandomForestModelConstPtr
shared pointer to const ipsdk::imaproc::RandomForestModel
Definition: RandomForestModel.h:124
ipsdk::image::ImagePtr
boost::shared_ptr< BaseImage > ImagePtr
IPSDKIPLMACHINELEARNING_API
#define IPSDKIPLMACHINELEARNING_API
Import/Export macro for library IPSDKIPLMachineLearning.
Definition: IPSDKIPLMachineLearningExports.h:25
ipsdk::imaproc::ml::pixelClassificationRFWithProbabilitiesImg
IPSDKIPLMACHINELEARNING_API PixelClassificationRFResult pixelClassificationRFWithProbabilitiesImg(const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
wrapper function for Compute Random Forest pixel classification
ipsdk::imaproc::ml::getAsyncProcessorOutput
IPSDKIPLMACHINELEARNING_API image::ImagePtr getAsyncProcessorOutput(boost::shared_ptr< PixelClassificationRFImgLvl1 > pProcessor)
function to retrieve the result of an asynchronous processor
ipsdk::imaproc::ml::pixelClassificationRFWithProbabilitiesImg_async
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 > pixelClassificationRFWithProbabilitiesImg_async(const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
asynchronous wrappers
ipsdk::image::ImageConstPtr
boost::shared_ptr< const BaseImage > ImageConstPtr
ipsdk::imaproc::ml::pixelClassificationRFImg_async
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 > pixelClassificationRFImg_async(const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
asynchronous wrappers
PixelClassificationRFResultTypes.h
Predefined types for PixelClassificationRFImg management.
IPSDKIPLMachineLearningExports.h
Definition of import/export macro for library.
ipReal32
float ipReal32
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