#define?USE_OPENCV?1
#define?CPU_ONLY?1


#include?
#include?


#include?
#include?

#include?
#include?
#include?

#include?“head.h“

#include?
#include?
#include?
#include?
#include?
using?namespace?caffe;
using?namespace?cv;


Point?previousPoint（-1?-1）?nowPoint（-1?-1）;
Mat?srcimage=Mat::zeros（280280CV_8UC1）;
Mat?srcimageori?=?Mat::zeros（280?280?CV_8UC1）;

class?Classifier?{
public:
	Classifier（const?string&?model_file
		const?string&?trained_file）;

	int?Classify（const?cv::Mat&?img）;

private:

	std::vector?Predict（const?cv::Mat&?img）;

	void?WrapInputlayer（std::vector*?input_channels）;

	void?Preprocess（const?cv::Mat&?img
		std::vector*?input_channels）;

private:
	shared_ptr?>?net_;
	cv::Size?input_geometry_;
	int?num_channels_;
};

Classifier::Classifier（const?string&?model_file
	const?string&?trained_file）?
{
#ifdef?CPU_ONLY
	Caffe::set_mode（Caffe::CPU）;
#else
	Caffe::set_mode（Caffe::GPU）;
#endif

	/*?Load?the?network.?*/
	net_.reset（new?Net（model_file?TEST））;
	net_->CopyTrainedlayersFrom（trained_file）;

	CHECK_EQ（net_->num_inputs（）?1）?<	CHECK_EQ（net_->num_outputs（）?1）?<
	Blob*?input_layer?=?net_->input_blobs（）[0];
	num_channels_?=?input_layer->channels（）;
	CHECK（num_channels_?==?3?||?num_channels_?==?1）
		<yer?should?have?1?or?3?channels.“;
	input_geometry_?=?cv::Size（input_layer->width（）?input_layer->height（））;

}

/*?Return?the?top?N?predictions.?*/
int?Classifier::Classify（const?cv::Mat&?img）?{
	std::vector?output?=?Predict（img）;
	std::vector::iterator?iter=find（output.begin（）?output.end（）?1）;
	int?prediction?=?distance（output.begin（）?iter）;
	return?prediction<10???prediction:0;
}
std::vector?Classifier::Predict（const?cv::Mat&?img）?{
	Blob*?input_layer?=?net_->input_blobs（）[0];
	input_layer->Reshape（1?num_channels_
		input_geometry_.height?input_geometry_.width）;
	/*?Forward?dimension?change?to?all?layers.?*/
	net_->Reshape（）;

	std::vector?input_channels;
	WrapInputlayer（&input_channels）;

	Preprocess（img?&input_channels）;

	net_->Forward（）;

	/*?Copy?the?output?layer?to?a?std::vector?*/
	Blob*?output_layer?=?net_->output_blobs（）[0];
	const?float*?begin?=?output_layer->cpu_data（）;
	const?float*?end?=?begin?+?output_layer->channels（）;
	return?std::vector（begin?end）;
}

void?Classifier::WrapInputlayer（std::vector*?input_channels）?{
	Blob*?input_layer?=?net_->input_blobs（）[0];

	int?width?=?input_layer->width（）;
	int?height?=?input_layer->height（）;
	float*?input_data?=?input_layer->mutable_cpu_data（）;
	for?（int?i?=?0;?i?yer->chann

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2017-02-07?15:34??lenet_test\
?????目錄???????????0??2017-02-07?15:34??lenet_test\lenet_test\
?????文件????68747264??2017-02-07?15:34??lenet_test\lenet_test.sdf
?????文件????????1330??2017-02-07?08:59??lenet_test\lenet_test.sln
?????文件???????35328??2017-02-07?15:34??lenet_test\lenet_test.v12.suo
?????文件??????126464??2016-09-02?14:06??lenet_test\lenet_test\gflags.dll
?????文件???????26608??2016-09-02?14:06??lenet_test\lenet_test\gflags.lib
?????文件??????514048??2016-09-02?14:06??lenet_test\lenet_test\gflagsd.dll
?????文件???????26684??2016-09-02?14:06??lenet_test\lenet_test\gflagsd.lib
?????文件??????126464??2016-09-02?14:06??lenet_test\lenet_test\gflags_nothreads.dll
?????文件???????27440??2016-09-02?14:06??lenet_test\lenet_test\gflags_nothreads.lib
?????文件??????514048??2016-09-02?14:06??lenet_test\lenet_test\gflags_nothreadsd.dll
?????文件???????27516??2016-09-02?14:06??lenet_test\lenet_test\gflags_nothreadsd.lib
?????文件?????????856??2017-02-07?11:12??lenet_test\lenet_test\head.h
?????文件????????1738??2016-08-24?14:09??lenet_test\lenet_test\lenet.prototxt
?????文件?????1725006??2016-10-25?00:00??lenet_test\lenet_test\lenet_iter_10000.caffemodel
?????文件????????6104??2017-02-07?15:09??lenet_test\lenet_test\lenet_test.cpp
?????文件???????12233??2017-02-07?08:59??lenet_test\lenet_test\lenet_test.vcxproj
?????文件????????1068??2017-02-07?08:59??lenet_test\lenet_test\lenet_test.vcxproj.filters
?????文件?????4963840??2016-09-02?14:18??lenet_test\lenet_test\opencv_core2410d.dll
?????文件?????4660224??2016-09-02?14:18??lenet_test\lenet_test\opencv_highgui2410d.dll
?????文件?????4467712??2016-09-02?14:18??lenet_test\lenet_test\opencv_imgproc2410d.dll
?????目錄???????????0??2017-02-07?15:11??lenet_test\x64\
?????目錄???????????0??2017-02-07?15:11??lenet_test\x64\Debug\
?????文件?????6367744??2017-02-07?15:11??lenet_test\x64\Debug\lenet_test.exe
?????文件????21927880??2017-02-07?15:11??lenet_test\x64\Debug\lenet_test.ilk
?????文件????36999168??2017-02-07?15:11??lenet_test\x64\Debug\lenet_test.pdb