Retrain
1. Create a directory structure
Is recommended to start from the root of the cpp file, and create a directory like "data", then create under these folder directories equivalent to the classes that are needed for the classification part. Similar to below.
├── data
│ ├── A
│ ├── C
│ ├── Five
│ ├── V
2. Run code to retrain
The project provides functions to generate label file, then the rest is easy.
int main(){
//train
string traindir = "./data";
string labelfile = "./labels.txt";
string trainedfile = "./data.xml";
clTraningSetManager TSM;
TSM.SaveLabelsFile(traindir, labelfile);
cout << "Labelfile " << labelfile << " created, exiting.";
clHogDetector HD(96);
vector<string> lf = TSM.LoadLabelsFile("./labels.txt");
for (int i = 0; i < lf.size(); i += 3) {
HD.AddToTrainingSet(lf[i + 2], atoi(lf[i].c_str()), lf[i + 1]);
}
HD.UpdateLabelNames(lf);
HD.TrainSVMWithHOG(96);
HD.SaveTrainingData(trainedfile);
}
基于C++和Opencv的传统手势识别源码+使用文档+全部资料（优秀项目）.zip
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基于C++和Opencv的传统手势识别源码+使用文档+全部资料（优秀项目）.zip （209个子文件） 
GR.cpp 22KB Project6.vcxproj.filters 964B .gitignore 264B
Five-train412.png 61KB Five-train190.png 61KB Five-train512.png 61KB Five-train046.png 61KB Five-train112.png 61KB Five-train457.png 61KB Five-train335.png 61KB Five-train301.png 60KB Five-train390.png 60KB Five-train212.png 60KB Five-train268.png 60KB Five-train401.png 60KB Five-train434.png 60KB A-train0356.png 58KB A-train0357.png 58KB A-train0346.png 58KB A-train0354.png 58KB A-train0363.png 58KB A-train0350.png 58KB A-train0332.png 58KB A-train0334.png 57KB A-train0342.png 57KB V-train001.png 25KB Five-train223.png 22KB Five-uniform21.png 22KB Five-uniform68.png 22KB V-uniform24.png 21KB V-uniform22.png 21KB C-uniform56.png 21KB V-uniform10.png 21KB C-uniform35.png 20KB Five-train334.png 20KB Five-train633.png 19KB A-train0322.png 19KB Five-train168.png 19KB Five-train124.png 19KB A-train0326.png 19KB A-train0331.png 19KB V-uniform21.png 18KB Five-train079.png 18KB Five-train024.png 18KB Five-train445.png 18KB Five-train135.png 18KB A-train0340.png 18KB A-train0325.png 17KB Five-train246.png 17KB A-train0366.png 17KB A-train0319.png 16KB Five-uniform26.png 16KB Five-train279.png 16KB A-train0316.png 16KB Five-uniform59.png 16KB C-uniform09.png 16KB A-train0368.png 16KB A-uniform11.png 16KB Five-uniform29.png 16KB A-train0352.png 16KB V-uniform43.png 16KB A-uniform48.png 15KB C-uniform07.png 15KB A-uniform14.png 15KB V-uniform33.png 15KB V-uniform54.png 15KB A-uniform09.png 15KB V-uniform17.png 15KB A-train0329.png 15KB Five-uniform53.png 15KB V-uniform19.png 15KB V-uniform55.png 15KB C-uniform43.png 15KB A-train0320.png 15KB Five-uniform41.png 15KB C-uniform50.png 15KB A-uniform43.png 15KB Five-uniform55.png 15KB A-uniform49.png 15KB A-uniform29.png 15KB C-uniform10.png 15KB Five-uniform30.png 15KB A-uniform38.png 15KB Five-uniform48.png 15KB V-uniform38.png 15KB V-uniform28.png 15KB A-uniform52.png 15KB C-uniform29.png 15KB C-uniform48.png 15KB C-uniform52.png 15KB C-uniform62.png 15KB V-uniform49.png 15KB A-uniform36.png 14KB A-uniform54.png 14KB C-uniform58.png 14KB C-uniform40.png 14KB C-uniform18.png 14KB A-uniform26.png 14KB C-uniform27.png 14KB V-uniform51.png 14KB共 209 条
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