function varargout = untitled(varargin)
% UNTITLED MATLAB code for untitled.fig
% UNTITLED, by itself, creates a new UNTITLED or raises the existing
% singleton*.
%
% H = UNTITLED returns the handle to a new UNTITLED or the handle to
% the existing singleton*.
%
% UNTITLED('CALLBACK',hObject,eventData,handles,...) calls the local
% function named CALLBACK in UNTITLED.M with the given input arguments.
%
% UNTITLED('Property','Value',...) creates a new UNTITLED or raises the
% existing singleton*. Starting from the left, property value pairs are
% applied to the GUI before untitled_OpeningFcn gets called. An
% unrecognized property name or invalid value makes property application
% stop. All inputs are passed to untitled_OpeningFcn via varargin.
%
% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one
% instance to run (singleton)".
%
% See also: GUIDE, GUIDATA, GUIHANDLES
% Edit the above text to modify the response to help untitled
% Last Modified by GUIDE v2.5 11-Jul-2022 19:35:29
% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name', mfilename, ...
'gui_Singleton', gui_Singleton, ...
'gui_OpeningFcn', @untitled_OpeningFcn, ...
'gui_OutputFcn', @untitled_OutputFcn, ...
'gui_LayoutFcn', [] , ...
'gui_Callback', []);
if nargin && ischar(varargin{1})
gui_State.gui_Callback = str2func(varargin{1});
end
if nargout
[varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:});
else
gui_mainfcn(gui_State, varargin{:});
end
% End initialization code - DO NOT EDIT
% --- Executes just before untitled is made visible.
function untitled_OpeningFcn(hObject, eventdata, handles, varargin)
% This function has no output args, see OutputFcn.
% hObject handle to figure
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% varargin command line arguments to untitled (see VARARGIN)
% Choose default command line output for untitled
handles.output = hObject;
% Update handles structure
guidata(hObject, handles);
% UIWAIT makes untitled wait for user response (see UIRESUME)
% uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line.
function varargout = untitled_OutputFcn(hObject, eventdata, handles)
% varargout cell array for returning output args (see VARARGOUT);
% hObject handle to figure
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Get default command line output from handles structure
varargout{1} = handles.output;
% --- Executes on button press in pushbutton1.
function pushbutton1_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% --- Executes on button press in pushbutton2.
function pushbutton2_Callback(hObject, eventdata, handles)
% hObject handle to pushbutton2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
load xx.mat trainx
xx=double(trainx);%[x1;x2;x3;x4;x5;x6;x7;x8;x9;x10]
%xx=[xx;xx;xx;xx;xx]
x1=ones(10,1);
x2=2*ones(10,1);
%x3=3*ones(40,1);
cc=[x1;x2];
%%%%%%%%%%%%%%%%%%%%%%%%%%%%5%%%%%%%%%%%%%%%%%%%%%%%%
[filename,pathname]=uigetfile({'*.jpg';'*.bmp';'*.gif';'*.tif';'*.tiff'},'选择图片');
if isequal(filename,0)
disp('Users Selected Canceled');
else
str=[pathname filename];
im = imread(str);
axes(handles.axes1)
imshow(im);
title('待识别')
imwrite(im,'zaosheng.bmp')
trainxx=[];
%a=double(rgb2gray(im));
image=rgb2gray(im);
image=imresize(image,[20 10]);
trainxx = [trainxx reshape(image,200,1)];
%a=imresize(a,[10 20]);
axx=double(trainxx);%reshape(a,[1 200]);
end;
%% 清空环境变量
%a(:,4);
%找出训练数据和预测数据
% input_train=input((1:2926),:)';
% output_train=output((1:2926),:)';
%
% input_test=input((2927:4208),:)';
% output_test=output((2927:4208),:)';
input_train=xx;
output_train=cc';
input_test=axx;
output_test=0;
%读取数据
%节点个数
inputnum=1;
hiddennum=4;
outputnum=1;
%选连样本输入输出数据归一化
[inputn,inputps]=mapminmax(input_train);
[outputn,outputps]=mapminmax(output_train);
%% BP网络训练
% %初始化网络结构
net=newff(inputn,outputn,3);
net.trainParam.epochs=10000;
%net.trainParam.lr=0.01;4
net.trainParam.lr=0.001;
%net.trainParam.goal=0.000001;
net.trainParam.goal=0.000000001;
%网络训练
net=train(net,inputn,outputn);
%% BP网络预测dd
%预测数据归一化
inputn_test=mapminmax('apply',input_test,inputps);
%网络预测输出
an=sim(net,inputn_test);
%网络输出反归一化
BPoutput=mapminmax('reverse',an,outputps);
%% BP网络预测
%预测数据归一化
inputn_train=mapminmax('apply',input_train,inputps);
%网络预测输出
an1=sim(net,inputn_train);
%网络输出反归一化
BPoutput1=mapminmax('reverse',an1,outputps);
%% 结果分析
axes(handles.axes2)
plot(BPoutput,':*r')
title('预测输出')
BPoutput=round(BPoutput)
if BPoutput<1
message={'bp识别结果是:没有被盗,不报警!'};
msgbox(message);
else
message={'bp识别结果是:存在被盗,报警 拉响警报!'};
set(handles.edit1, 'string','bp识别结果是:存在被盗,报警 拉响警报!');%得到edit中的字符
msgbox(message);
a=audioread('6.wav');
sound(a);
end
function edit1_Callback(hObject, eventdata, handles)
% hObject handle to edit1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hints: get(hObject,'String') returns contents of edit1 as text
% str2double(get(hObject,'String')) returns contents of edit1 as a double
% --- Executes during object creation, after setting all properties.
function edit1_CreateFcn(hObject, eventdata, handles)
% hObject handle to edit1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles empty - handles not created until after all CreateFcns called
% Hint: edit controls usually have a white background on Windows.
% See ISPC and COMPUTER.
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in radiobutton1.
function radiobutton1_Callback(hObject, eventdata, handles)
% hObject handle to radiobutton1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB
% handles structure with handles and user data (see GUIDATA)
% Hint: get(hObject,'Value') returns toggle state of radiobutton1