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+function varargout = Detector(varargin)
+% DETECTOR MATLAB code for Detector.fig
+% DETECTOR, by itself, creates a new DETECTOR or raises the existing
+% singleton*.
+%
+% H = DETECTOR returns the handle to a new DETECTOR or the handle to
+% the existing singleton*.
+%
+% DETECTOR('CALLBACK',hObject,eventData,handles,...) calls the local
+% function named CALLBACK in DETECTOR.M with the given input arguments.
+%
+% DETECTOR('Property','Value',...) creates a new DETECTOR or raises the
+% existing singleton*. Starting from the left, property value pairs are
+% applied to the GUI before Detector_OpeningFcn gets called. An
+% unrecognized property name or invalid value makes property application
+% stop. All inputs are passed to Detector_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 Detector
+
+% Last Modified by GUIDE v2.5 06-May-2017 21:58:39
+
+% Begin initialization code - DO NOT EDIT
+gui_Singleton = 1;
+gui_State = struct('gui_Name', mfilename, ...
+ 'gui_Singleton', gui_Singleton, ...
+ 'gui_OpeningFcn', @Detector_OpeningFcn, ...
+ 'gui_OutputFcn', @Detector_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 Detector is made visible.
+
+function Detector_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 Detector (see VARARGIN)
+
+% Choose default command line output for Detector
+handles.output = hObject;
+
+% Update handles structure
+guidata(hObject, handles);
+
+% UIWAIT makes Detector wait for user response (see UIRESUME)
+% uiwait(handles.figure1);
+
+% --- Outputs from this function are returned to the command line.
+function varargout = Detector_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)
+global looper;
+looper = 0;
+drawnow();
+%% Read in image
+set(handles.text4,'string','');
+n=get(handles.edit1,'string');
+I = imread(n);
+axes(handles.axes1)
+handles.axes1 = imshow(I);
+set(handles.text4,'string','Image Loaded');
+drawnow();
+
+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 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)
+global looper;
+looper = 1;
+set(handles.text4,'string','Select Object');
+n=get(handles.edit1,'string');
+nnet=alexnet; 
+I = imread(n);
+while looper
+Selection = getrect;
+I2=imcrop(I,(Selection));
+picture=imresize(I2,[227,227]);
+label=classify(nnet,picture);
+%set(handles.edit1,'String',char(label))
+handles.axes1 = rectangle('position',(Selection),'EdgeColor','k','linewidth',3);
+ x1 = Selection(1,1)+5;
+ y1 = Selection(1,2)+10;
+ %display(y1);
+handles.axes1 = text(x1,y1,char(label),'color','k','FontSize',15);
+%handles.drawLabel = text(bbox(1,1),bbox(1,2),'object','color',rndColor);
+ %X_Cut_Min = Selection(1,1);
+ %Y_Cut_Min = Selection(1,2);
+ %X_Cut_Max = Selection(1,3) + Selection(1,1);
+ %Y_Cut_Max = Selection(1,4) + Selection(1,2);
+ %X_Cut_Min = X_Cut_Min/1000;
+ %Y_Cut_Min = Y_Cut_Min/1000;
+ %X_Cut_Max = X_Cut_Max/1000;
+ %Y_Cut_Max = Y_Cut_Max/1000;
+ %display(X_Cut_Min)
+ %display(Y_Cut_Min)
+ %display(X_Cut_Max)
+ %display(Y_Cut_Max)
+%handles.axes1 = annotation('textbox',[X_Cut_Min,Y_Cut_Min,X_Cut_Max,Y_Cut_Max],'String', char(label));
+%annotation('textbox',(Selection),'String', char(label))
+end
+
+
+% --- Executes on button press in pushbutton3.
+function pushbutton3_Callback(hObject, eventdata, handles)
+% hObject handle to pushbutton3 (see GCBO)
+% eventdata reserved - to be defined in a future version of MATLAB
+% handles structure with handles and user data (see GUIDATA)
+set(handles.text4,'string','Loading');
+drawnow();
+n=get(handles.edit1,'string');
+nnet=alexnet;
+I = imread(n);
+
+Im=I;
+
+rmat=Im(:,:,1);
+gmat=Im(:,:,2);
+bmat=Im(:,:,3);
+
+%subplot(2,2,1), imshow(rmat);
+%title('Red Plane');
+%subplot(2,2,2), imshow(gmat);
+%title('Green Plane');
+%subplot(2,2,3), imshow(bmat);
+%title('Blue Plane');
+%subplot(2,2,4), imshow(I);
+%title('Original Image');
+
+%%
+levelr = 0.63;
+levelg = 0.5;
+levelb = 0.4;
+i1=im2bw(rmat,levelr);
+i2=im2bw(gmat,levelg);
+i3=im2bw(bmat,levelb);
+Isum = (i1&i2&i3);
+
+% Plot the data
+%subplot(2,2,1), imshow(i1);
+%title('Red Plane');
+%subplot(2,2,2), imshow(i2);
+%title('Green Plane');
+%subplot(2,2,3), imshow(i3);
+%title('Blue Plane');
+%subplot(2,2,4), imshow(Isum);
+%title('Sum of all the planes');
+
+%% Complement Image and Fill in holes
+Icomp = imcomplement(Isum);
+Ifilled = imfill(Icomp,'holes');
+%figure, imshow(Ifilled);
+
+%% Morphological filter
+se = strel('disk', 25);
+Iopenned = imopen(Ifilled,se);
+% figure,imshowpair(Iopenned, I);
+%imshow(Iopenned);
+
+%% Extract features
+
+Iregion = regionprops(Iopenned, 'centroid');
+[labeled,numObjects] = bwlabel(Iopenned,4);
+stats = regionprops(labeled,'Eccentricity','Area','BoundingBox');
+areas = [stats.Area];
+eccentricities = [stats.Eccentricity];
+
+idxOfObjects = find(eccentricities);
+statsDefects = stats(idxOfObjects);
+
+%figure, imshow(I); 
+set(handles.text4,'string','Annotating');
+drawnow();
+for idx = 1 : length(idxOfObjects)
+ % pause(0.01) % Do something important
+ I2=imcrop(I,statsDefects(idx).BoundingBox);
+ %imshow(I2);
+ picture=imresize(I2,[227,227]);
+ label=classify(nnet,picture);
+ handles.axes1 = rectangle('position',(statsDefects(idx).BoundingBox),'EdgeColor','k','linewidth',3);
+ x1 = statsDefects(idx).BoundingBox(1,1)+5;
+ y1 = statsDefects(idx).BoundingBox(1,2)+10;
+ %display(y1);
+handles.axes1 = text(x1,y1,char(label),'color','k','FontSize',15);
+ %h = rectangle('Position',statsDefects(idx).BoundingBox,'LineWidth',2);
+ %set(h,'EdgeColor',[.75 0 0]);
+ %hold on;
+ drawnow()
+end
+set(handles.text4,'string','Done!');
+
+
+% --- Executes during object creation, after setting all properties.
+function axes2_CreateFcn(hObject, eventdata, handles)
+% hObject handle to axes2 (see GCBO)
+% eventdata reserved - to be defined in a future version of MATLAB
+% handles empty - handles not created until after all CreateFcns called
+
+% Hint: place code in OpeningFcn to populate axes2
+axes(hObject)
+x=imread('BackG.jpg');
+imshow(x)
+%set(axes1,'handlevisibility','off')
+
+% --- Executes during object creation, after setting all properties.
+function axes1_CreateFcn(hObject, eventdata, handles)
+% hObject handle to axes1 (see GCBO)
+% eventdata reserved - to be defined in a future version of MATLAB
+% handles empty - handles not created until after all CreateFcns called
+
+% Hint: place code in OpeningFcn to populate axes1
+set(gca,'xtick',[])
+set(gca,'ytick',[])
+
+% --- Executes on button press in pushbutton4.
+function pushbutton4_Callback(hObject, eventdata, handles)
+% hObject handle to pushbutton4 (see GCBO)
+% eventdata reserved - to be defined in a future version of MATLAB
+% handles structure with handles and user data (see GUIDATA)
+
+%%
+global looper;
+camera = webcam(2);
+nnet=alexnet;
+looper = 1;
+while looper
+ picture=camera.snapshot;
+ picture=imresize(picture,[227,227]);
+ label=classify(nnet,picture);
+ set(handles.text4,'string',char(label));
+ handles.axes1=imshow(picture);
+ %title(char(label));
+ %drawnow;
+end
+
+
+% --- Executes on button press in pushbutton5.
+function pushbutton5_Callback(hObject, eventdata, handles)
+% hObject handle to pushbutton5 (see GCBO)
+% eventdata reserved - to be defined in a future version of MATLAB
+% handles structure with handles and user data (see GUIDATA)
+global looper;
+looper = 0;