//編程環(huán)境：VS2012?+?Opencv2.4.9

#include?
#include?
#include?

using?namespace?cv;
using?namespace?std;
#define?COUNT?21?//讀入的點(diǎn)個(gè)數(shù)

int?main（）
{
	//從文件載入數(shù)據(jù)
	float?data[COUNT][2];	
	ifstream?fin1（“data.txt“）;	
	for（int?i=0;i	{
		fin1>>data[i][0];	
		fin1>>data[i][1];
	}
	fin1.close（）;	
	//顯示讀入的數(shù)據(jù)
	for（int?i=0;i	{
		cout<		cout<	}
	
	float?label[COUNT][3];	
	ifstream?fin2（“l(fā)abel2.txt“）;	
	for（int?i=0;i	{
		fin2>>label[i][0];	
		fin2>>label[i][1];	
		fin2>>label[i][2];	
	}
	fin2.close（）;	
	//顯示讀入的數(shù)據(jù)
	for（int?i=0;i	{
		cout<	}

	Mat?trainData（COUNT?2?CV_32FC1?data）;
	Mat?trainLabel（COUNT?3?CV_32FC1?label）;

	cout<<“trainData“<	cout<<“trainLabel“<
	CvANN_MLP?bp;
	CvANN_MLP_TrainParams?param;
	param.term_crit?=?cvTermCriteria（CV_TERMCRIT_ITER100000.001）;??//設(shè)置結(jié)束條件
	param.train_method?=?CvANN_MLP_TrainParams::BACKPROP;		//訓(xùn)練方法采用BackProgation
	param.bp_dw_scale=0.1;
	param.bp_moment_scale=0.1;

	Mat?layerSizes=（Mat_（13）?<	bp.create（layerSizes?CvANN_MLP::SIGMOID_SYM）;
	//bp.create（layerSizes?CvANN_MLP::GAUSSIAN）;
	//bp.create（layerSizes?CvANN_MLP::IDENTITY）;
	bp.train（trainData?trainLabel?Mat（）?Mat（）?param）;
	bp.save（“bp.xml“）;

	Mat?image?=?Mat::zeros（500?500?CV_8UC3）;??
	Vec3b?white（255255255）?black?（000）?gray（125125125）;??

	for?（int?i?=?0;?i?	{
		for?（int?j?=?0;?j?		{
			Mat?sampleMat?=?（Mat_（12）?<			Mat?responseMat;
			bp.predict（sampleMat?responseMat）;
			Point?maxLoc;
			minMaxLoc（responseMatNULLNULLNULL&maxLoc）;
			if?（maxLoc.x?==?0）?
				image.at（j?i）??=?white;??
			if?（maxLoc.x?==?1）
				image.at（j?i）??=?black;??
			if?（maxLoc.x?==?2）
				image.at（j?i）??=?gray;??
			
		}
	}

	for?（int?i?=?0;?i?	{
		Point?p（data[i][0]data[i][1]）;
		if?（label[i][0]>0）
			circle（?image?p?3?Scalar（255?255?0）?-1?8）;
		if?（label[i][1]>0）
			circle（?image?p?3?Scalar（255?0?255）?-1?8）;
		if?（label[i][2]>0）
			circle（?image?p?3?Scalar（0?255?255）?-1?8）;
		
	}

	imshow（“result“image）;
	imwrite（“output.jpg“image）;
	waitKey（0）;

	return?0;
}

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----

?????文件???????2476??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\ann.cpp

?????文件???????2915??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\bp.xml

?????文件???????8739??2016-05-08?07:44??ann\ConsoleApplication1\ConsoleApplication1\ConsoleApplication1.vcxproj

?????文件????????941??2016-05-08?07:44??ann\ConsoleApplication1\ConsoleApplication1\ConsoleApplication1.vcxproj.filters

?????文件????????181??2016-05-09?16:41??ann\ConsoleApplication1\ConsoleApplication1\data.txt

?????文件?????????61??2016-05-10?07:57??ann\ConsoleApplication1\ConsoleApplication1\label.txt

?????文件????????145??2016-05-10?08:14??ann\ConsoleApplication1\ConsoleApplication1\label2.txt

?????文件??????20320??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\output.jpg

?????文件?????561056??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\ann.obj

?????文件????????688??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\cl.command.1.tlog

?????文件??????13200??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\CL.read.1.tlog

?????文件????????492??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\CL.write.1.tlog

?????文件???????4664??2016-05-08?11:32??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\ConsoleApplication1.Build.CppClean.log

?????文件?????????84??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\ConsoleApplication1.lastbuildstate

?????文件???????2115??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\ConsoleApplication1.log

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link-cvtres.read.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link-cvtres.write.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link-rc.read.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link-rc.write.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.2808-cvtres.read.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.2808-cvtres.write.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.2808-rc.read.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.2808-rc.write.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.2808.read.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.2808.write.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.4496-cvtres.read.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.4496-cvtres.write.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.4496-rc.read.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.4496-rc.write.1.tlog

?????文件??????????2??2016-05-10?08:50??ann\ConsoleApplication1\ConsoleApplication1\x64\Debug\link.4496.read.1.tlog

............此處省略106個(gè)文件信息