#include?
#include?
#include?

using?namespace?cv;
using?namespace?cv::ml;
using?namespace?std;

Mat?temp_feature;
Mat?src;
Mat?sample_features;//特征向量
Mat?sample_labels;//訓(xùn)練樣本的標(biāo)簽

void?init（）;//初始化一些參數(shù)
void?feature_extract（string?path）;//特征提取
void?train（）;//訓(xùn)練模型
void?test（string?test_image_path）;//測試

int?main（）
{
	string?test_path?=?“C:/Users/Administrator/Desktop/3.bmp“;
	init（）;
	//train（）;
	test（test_path）;
	waitKey（0）;
	return?0;
}

void?train（）
{
	//定義圖片路徑
	string?image_path;

	cout?<	//讀取訓(xùn)練樣本
	ifstream?train_0_file（“data/train_data/0.lst“）;
	ifstream?train_1_file（“data/train_data/1.lst“）;
	ifstream?train_2_file（“data/train_data/2.lst“）;
	ifstream?train_3_file（“data/train_data/3.lst“）;
	ifstream?train_4_file（“data/train_data/4.lst“）;
	ifstream?train_5_file（“data/train_data/5.lst“）;
	
	//獲取訓(xùn)練數(shù)據(jù)的0樣本
#if?1
	for?（int?num?=?0;?num?	{
		feature_extract（image_path）;
		if?（num?==?0）
		{
			cout?<			sample_features?=?Mat::zeros（60?16?CV_32FC1）;
			sample_labels?=?Mat::zeros（60?1?CV_32SC1）;
		}
		for?（int?i?=?0;?i?			sample_features.at（num?i）?=?temp_feature.at（0?i）;
		}
		sample_labels.at（num?0）?=?0;
	}
#endif

	//獲取訓(xùn)練數(shù)據(jù)的1樣本
#if?1
	for?（int?num?=?0;?num?	{
		feature_extract（image_path）;
		for?（int?i?=?0;?i?			sample_features.at（（num+10）?i）?=?temp_feature.at（0?i）;
		}
		sample_labels.at（（num+10）?0）?=?1;
	}
#endif

	//獲取訓(xùn)練數(shù)據(jù)的2樣本
#if?1
	for?（int?num?=?0;?num?	{
		feature_extract（image_path）;
		for?（int?i?=?0;?i?			sample_features.at（（num?+?20）?i）?=?temp_feature.at（0?i）;
		}
		sample_labels.at（（num?+?20）?0）?=?2;
	}
#endif

	//獲取訓(xùn)練數(shù)據(jù)的3樣本
#if?1
	for?（int?num?=?0;?num?	{
		feature_extract（image_path）;
		for?（int?i?=?0;?i?			sample_features.at（（num?+?30）?i）?=?temp_feature.at（0?i）;
		}
		sample_labels.at（（num?+?30）?0）?=?3;
	}
#endif

	//獲取訓(xùn)練數(shù)據(jù)的4樣本
#if?1
	for?（int?num?=?0;?num?	{
		feature_extract（image_path）;
		for?（int?i?=?0;?i?			sample_features.at（（num?+?40）?i）?=?temp_feature.at（0?i）;
		}
		sample_labels.at（（num?+?40）?0）?=?4;
	}
#endif

	//獲取訓(xùn)練數(shù)據(jù)的5樣本
#if?1
	for?（int?num?=?0;?num?	{
		feature_extract（image_path）;
		for?（int?i?=?0;?i?			sample_features.at（（num?+?50）?i）?=?temp_feature.at（0?i）;
		}
		sample_labels.at（（num?+?50）?0）?=?5;
	}
#endif

	//訓(xùn)練SVM分類器
	cout?<	Ptr?svm?=?SVM::create（）;
	svm->set

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-04-01?20:06??digit_recognition\
?????目錄???????????0??2018-04-01?20:06??digit_recognition\Debug\
?????文件??????120832??2018-04-01?08:30??digit_recognition\Debug\digit_recognition.exe
?????文件??????957816??2018-04-01?08:30??digit_recognition\Debug\digit_recognition.ilk
?????文件?????1772544??2018-04-01?08:30??digit_recognition\Debug\digit_recognition.pdb
?????目錄???????????0??2018-04-01?20:06??digit_recognition\digit_recognition\
?????文件????15532032??2018-04-01?08:33??digit_recognition\digit_recognition.sdf
?????文件?????????997??2018-03-31?10:54??digit_recognition\digit_recognition.sln
?????文件???????21504??2018-04-01?08:33??digit_recognition\digit_recognition.v12.suo
?????目錄???????????0??2018-04-01?20:06??digit_recognition\digit_recognition\data\
?????目錄???????????0??2018-04-01?20:10??digit_recognition\digit_recognition\data\test_data\
?????文件???????12342??2010-01-30?15:54??digit_recognition\digit_recognition\data\test_data\0.bmp
?????文件???????12342??2010-02-01?18:28??digit_recognition\digit_recognition\data\test_data\1.bmp
?????文件???????12342??2010-02-01?18:31??digit_recognition\digit_recognition\data\test_data\2.bmp
?????文件???????12342??2010-02-01?18:35??digit_recognition\digit_recognition\data\test_data\3.bmp
?????文件???????12342??2017-04-27?23:02??digit_recognition\digit_recognition\data\test_data\4.bmp
?????文件???????12342??2017-04-27?23:03??digit_recognition\digit_recognition\data\test_data\5.bmp
?????目錄???????????0??2018-04-01?20:08??digit_recognition\digit_recognition\data\train_data\
?????目錄???????????0??2018-04-01?20:06??digit_recognition\digit_recognition\data\train_data\0\
?????文件?????????258??2018-03-31?11:03??digit_recognition\digit_recognition\data\train_data\0.lst
?????文件???????12342??2010-01-30?15:54??digit_recognition\digit_recognition\data\train_data\0\00.bmp
?????文件???????12342??2010-02-01?18:27??digit_recognition\digit_recognition\data\train_data\0\01.bmp
?????文件???????12342??2010-02-01?20:43??digit_recognition\digit_recognition\data\train_data\0\02.bmp
?????文件???????12342??2010-02-01?20:42??digit_recognition\digit_recognition\data\train_data\0\03.bmp
?????文件???????12342??2010-01-30?15:56??digit_recognition\digit_recognition\data\train_data\0\04.bmp
?????文件???????12342??2010-01-30?15:56??digit_recognition\digit_recognition\data\train_data\0\05.bmp
?????文件???????12342??2010-02-01?20:43??digit_recognition\digit_recognition\data\train_data\0\06.bmp
?????文件???????12342??2010-02-01?18:26??digit_recognition\digit_recognition\data\train_data\0\07.bmp
?????文件???????12342??2010-02-01?18:26??digit_recognition\digit_recognition\data\train_data\0\08.bmp
?????文件???????12342??2010-02-01?18:26??digit_recognition\digit_recognition\data\train_data\0\09.bmp
?????目錄???????????0??2018-04-01?20:06??digit_recognition\digit_recognition\data\train_data\1\
............此處省略76個文件信息