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code:

  • HOG+SVM.py : HOG+SVM方法实现cifar数据集的分类
  • SVM.py :SVM方法实现cifar数据集的分类
  • write.py : 将测试的准确率、训练时间存入txt文件
  • read_accuracy: 将准确率绘制折线图
  • read_time: 将训练耗费的时间绘制折线图

data:

  • svm.txt : SVM准确率
  • HOGsvm.txt : HOG+svm准确率
  • svm_time.txt : SVM训练耗费的时间
  • HOGsvm_time.txt : HOG+svm训练耗费的时间

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