The samples are classified into positive samples, negative samples, and the samples are difficult to distinguish. The samples are labeled as 1,- 1, and the sample features are calculated by hog, and written into the vsm model in xml format. Test samples, only need to load xml file to calculate the hog feature of the test sample, through the prediction function can be obtained which he belongs to the category.

testHogVSM\testHogVSM0918\bin\Debug\Emgu.CV.dll
..........\..............\...\.....\Emgu.CV.ML.dll
..........\..............\...\.....\Emgu.CV.ML.pdb
..........\..............\...\.....\Emgu.CV.ML.xml
..........\..............\...\.....\Emgu.CV.pdb
..........\..............\...\.....\Emgu.CV.UI.dll
..........\..............\...\.....\Emgu.CV.UI.pdb
..........\..............\...\.....\Emgu.CV.UI.xml
..........\..............\...\.....\Emgu.CV.xml
..........\..............\...\.....\Emgu.Util.dll
..........\..............\...\.....\Emgu.Util.pdb
..........\..............\...\.....\Emgu.Util.xml
..........\..............\...\.....\pic\trainningHard\1.jpg
..........\..............\...\.....\...\.............\10.jpg
..........\..............\...\.....\...\.............\11.jpg
..........\..............\...\.....\...\.............\12.jpg
..........\..............\...\.....\...\.............\13.jpg
..........\..............\...\.....\...\.............\14.jpg
..........\..............\...\.....\...\.............\15.jpg
..........\..............\...\.....\...\.............\16.jpg
..........\..............\...\.....\...\.............\17.jpg
..........\..............\...\.....\...\.............\18.jpg
..........\..............\...\.....\...\.............\19.jpg
..........\..............\...\.....\...\.............\2.jpg
..........\..............\...\.....\...\.............\20.jpg
..........\..............\...\.....\...\.............\3.jpg
..........\..............\...\.....\...\.............\4.jpg
..........\..............\...\.....\...\.............\5.jpg
..........\..............\...\.....\...\.............\6.jpg
..........\..............\...\.....\...\.............\7.jpg
..........\..............\...\.....\...\.............\8.jpg
..........\..............\...\.....\...\.............\9.jpg
..........\..............\...\.....\...\.........Neg\1.jpg
..........\..............\...\.....\...\............\10.jpg
..........\..............\...\.....\...\............\11.jpg
..........\..............\...\.....\...\............\12.jpg
..........\..............\...\.....\...\............\13.jpg
..........\..............\...\.....\...\............\14.jpg
..........\..............\...\.....\...\............\15.jpg
..........\..............\...\.....\...\............\16.jpg
..........\..............\...\.....\...\............\17.jpg
..........\..............\...\.....\...\............\18.jpg
..........\..............\...\.....\...\............\19.jpg
..........\..............\...\.....\...\............\2.jpg
..........\..............\...\.....\...\............\20.jpg
..........\..............\...\.....\...\............\3.jpg
..........\..............\...\.....\...\............\4.jpg
..........\..............\...\.....\...\............\5.jpg
..........\..............\...\.....\...\............\6.jpg
..........\..............\...\.....\...\............\7.jpg
..........\..............\...\.....\...\............\8.jpg
..........\..............\...\.....\...\............\9.jpg
..........\..............\...\.....\...\.........Pos\1.jpg
..........\..............\...\.....\...\............\2.jpg
..........\..............\...\.....\...\............\3.jpg
..........\..............\...\.....\...\............\4.jpg
..........\..............\...\.....\SVM_HOG.xml
..........\..............\...\.....\test\1-3-2.jpg
..........\..............\...\.....\....\2.jpg
..........\..............\...\.....\....\3.jpg
..........\..............\...\.....\....\4.jpg
..........\..............\...\.....\....\5-4-2.jpg
..........\..............\...\.....\....\6.jpg
..........\..............\...\.....\....\7.jpg
..........\..............\...\.....\....\8.jpg
..........\..............\...\.....\....\新建文件夹\10.jpg
..........\..............\...\.....\....\..........\11.jpg
..........\..............\...\.....\....\..........\12.jpg
..........\..............\...\.....\....\..........\13-6-2.jpg
..........\..............\...\.....\....\..........\14.jpg
..........\..............\...\.....\....\..........\15.jpg
..........\..............\...\.....\....\..........\16.jpg
.....

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