C++实现CNN识别手写数字

本vs工程实现 C++实现CNN识别手写数字 里面包含有MNIST数据集

#include 
#include “CNN.hpp“


int main（int argc char **argv）
{
    
    using namespace std;
    
    cout << “Start...“ << endl;

    CNN cnn（50）;
    cout << “cnn build successfully...“ << endl;
    string fileName（“dataset/train.format“）;
    Dataset trainset（784）;
    //trainset.loadFile（fileName ““）;
     trainset.readTestFile（“dataset/train-images.idx3-ubyte“ “dataset/train-labels.idx1-ubyte“）;
    // trainset.readTestFile（“dataset/t10k-images.idx3-ubyte“ “dataset/t10k-labels.idx1-ubyte“）;
    cout << “trainset build successfully...“ << endl;
    
    cnn.train（trainset 10）;
    trainset.clear（）;
    
    Dataset testset（-1）;
    testset.readTestFile（“dataset/t10k-images.idx3-ubyte“ “dataset/t10k-labels.idx1-ubyte“）;
    
    cnn.predict（testset）;
    
	printf（“hello world\n“）;
}

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2019-01-10 13:21  cnn_cpp_mnist\
     文件        6148  2015-12-20 04:53  cnn_cpp_mnist\.DS_Store
     文件       12393  2015-12-19 10:38  cnn_cpp_mnist\.cproject
     文件         808  2015-12-19 10:38  cnn_cpp_mnist\.project
     文件       20829  2015-12-20 17:18  cnn_cpp_mnist\CNN.hpp
     文件        4663  2015-12-20 20:12  cnn_cpp_mnist\Dataset.hpp
     目录           0  2019-01-10 13:21  cnn_cpp_mnist\Debug\
     文件         222  2016-03-23 19:05  cnn_cpp_mnist\Debug\main.d
     文件     1179296  2016-03-23 19:05  cnn_cpp_mnist\Debug\main.o
     文件        1313  2016-03-23 19:05  cnn_cpp_mnist\Debug\makefile
     文件         231  2016-03-23 19:05  cnn_cpp_mnist\Debug\objects.mk
     文件         526  2016-03-23 19:05  cnn_cpp_mnist\Debug\sources.mk
     文件         646  2016-03-23 19:05  cnn_cpp_mnist\Debug\subdir.mk
     文件        8384  2015-12-20 01:47  cnn_cpp_mnist\layer.hpp
     文件         296  2015-12-19 23:50  cnn_cpp_mnist\Log.hpp
     文件         326  2015-12-14 13:00  cnn_cpp_mnist\MyException.hpp
     目录           0  2019-01-10 13:21  cnn_cpp_mnist\Release\
     文件           1  2015-12-20 20:12  cnn_cpp_mnist\Release\.d
     文件      132584  2015-12-20 20:12  cnn_cpp_mnist\Release\cnn
     文件       94864  2015-12-20 01:49  cnn_cpp_mnist\Release\cnn_cpp
     文件      132332  2015-12-20 20:12  cnn_cpp_mnist\Release\main.cpp.o
     文件         191  2015-12-20 16:54  cnn_cpp_mnist\Release\main.cpp.o.d
     文件         222  2015-12-20 01:49  cnn_cpp_mnist\Release\main.d
     文件       99748  2015-12-20 01:49  cnn_cpp_mnist\Release\main.o
     文件        1313  2015-12-20 01:50  cnn_cpp_mnist\Release\makefile
     文件         231  2015-12-19 10:59  cnn_cpp_mnist\Release\objects.mk
     文件         526  2015-12-20 01:50  cnn_cpp_mnist\Release\sources.mk
     文件         642  2015-12-20 01:50  cnn_cpp_mnist\Release\subdir.mk
     文件        1125  2015-12-17 09:31  cnn_cpp_mnist\Size.hpp
     文件        8130  2016-01-10 14:59  cnn_cpp_mnist\basic.h
     文件        3490  2015-12-18 00:11  cnn_cpp_mnist\cnn.mk
............此处省略12个文件信息