function varargout = Program_Gui_Project(varargin) % PROGRAM_GUI_PROJECT MATLAB code for Program_Gui_Project.fig % PROGRAM_GUI_PROJECT, by itself, creates a new PROGRAM_GUI_PROJECT or raises the existing % singleton*. % % H = PROGRAM_GUI_PROJECT returns the handle to a new PROGRAM_GUI_PROJECT or the handle to % the existing singleton*. % % PROGRAM_GUI_PROJECT('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in PROGRAM_GUI_PROJECT.M with the given input arguments. % % PROGRAM_GUI_PROJECT('Property','Value',...) creates a new PROGRAM_GUI_PROJECT or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before Program_Gui_Project_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to Program_Gui_Project_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 Program_Gui_Project % Last Modified by GUIDE v2.5 18-Oct-2022 11:00:27 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Program_Gui_Project_OpeningFcn, ... 'gui_OutputFcn', @Program_Gui_Project_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 Program_Gui_Project is made visible. function Program_Gui_Project_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 Program_Gui_Project (see VARARGIN) % Choose default command line output for Program_Gui_Project handles.output = hObject; % Update handles structure guidata(hObject, handles); movegui(hObject,'center'); % UIWAIT makes Program_Gui_Project wait for user response (see UIRESUME) % uiwait(handles.figure1); clear all; global a; a = arduino('COM4','Uno'); configurePin(a,'D7','DigitalOutput'); configurePin(a,'D8','DigitalOutput'); % --- Outputs from this function are returned to the command line. function varargout = Program_Gui_Project_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) % memanggil menu "browse file" [nama_file, nama_folder] = uigetfile('*.jpg'); %jika ada nama file yang dipilih maka akan mengeksekusi perintah di bawah %ini if ~isequal(nama_file,0) % membaca file citra rgb Img = imread(fullfile(nama_folder,nama_file)); % menampilkan citra rgb pada axes axes(handles.axes1) imshow(Img) title('Citra RGB') %menampilkan nama file pada edit text set(handles.edit1,'String',nama_file) %menyimpan variabel Img pada lokasi handles agar dapat dipanggil oleh %pushbutton yang lain handles.Img = Img; guidata(hObject, handles) else % jika tidak ada nama file yang dipilih maka akan kembali return 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) % memanggil variabel Img yg ada dilokasi handles Img = handles.Img; % melakukan konversi citra rgb menjadi citra grayscale Img_gray = rgb2gray(Img); %figure, imshow(Img_gray) % melakukan konversi citra grayscale menjadi citra biner bw = imbinarize(Img_gray); % figure, imshow(bw) % melakukan operasi komplemen bw = imcomplement(bw); % figure, imshow(bw) % melakukan operasi morfologi filling holes bw = imfill(bw,'holes'); %menampilkan citra biner pada axes axes(handles.axes2) imshow(bw) title('Citra Biner') %menyimpan variabel bw pada lokasi handles agar dapat dipanggil oleh %pushbutton yang lain handles.bw = bw; guidata(hObject, handles) % --- 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) % memanggil variabel Img dan bw yang ada di lokasi handles Img = handles.Img; bw = handles.bw; % ekstraksi ciri % melakukan konversi citra rgb menjadi citra hsv HSV = rgb2hsv(Img); % figure, imshow(HSV) % mengekstrak komponen h, s, dan v pada citra hsv H = HSV(:,:,1); %hue S = HSV(:,:,2); % Saturation V = HSV(:,:,3); % Value % menambah nilai pixel background menjadi nol H(~bw) = 0; S(~bw) = 0; % menghitung nilai rat2 h,s, danv Hue = sum(sum(H))/sum(sum(bw)); Saturation = sum(sum(S))/sum(sum(bw)); Value = sum(sum(V))/sum(sum(bw)); % menghitung luas objek Luas = sum(sum(bw)); % mengisi variabel ciri_latih dengan ciri hasil ekstraksi ciri_uji(1,1) = Hue; ciri_uji(1,2) = Saturation; ciri_uji(1,3) = Value; ciri_uji(1,4) = Luas; % menampilkan ciri hasil ekstraksi pada tabel ciri_tabel = cell(4,2); ciri_tabel{1,1} = 'Hue'; ciri_tabel{2,1} = 'Saturation'; ciri_tabel{3,1} = 'Value'; ciri_tabel{4,1} = 'Luas'; ciri_tabel{1,2} = num2str(Hue); ciri_tabel{2,2} = num2str(Saturation); ciri_tabel{3,2} = num2str(Value); ciri_tabel{4,2} = num2str(Luas); set(handles.uitable1,'Data',ciri_tabel,'RowName',1:4) %menyimpan variabel ciri_uji pada lokasi handles agar dapat dipanggil oleh %pushbutton yang lain handles.ciri_uji = ciri_uji; guidata(hObject, handles) % --- 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) % memanggil ciri_uji yang ada di lokasi handles ciri_uji = handles.ciri_uji; % memanggil model naive bayes hasil pelatihan load Mdl % membaca kelas keluaran hasil pengujian hasil_uji = predict(Mdl,ciri_uji); % menampilkan kelas keluaran pengujian set(handles.edit2,'String',hasil_uji{1}) 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 function edit2_Callback(hObject, eventdata, handles) % hObject handle to edit2 (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 edit2 as text % str2double(get(hObject,'String')) returns contents of edit2 as a double % --- Executes during object creation, after setting all properties. function edit2_CreateFcn(hObject, eventdata, handles) % hObject handle to edit2 (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 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) % mereset tampilan GUI set(handles.edit1,'String',[]) set(handles.edit2,'String',[]) axes(handles.axes1) cla reset set(gca,'XTick',[]) set(gca,'YTick',[]) axes(handles.axes2) cla reset set(gca,'XTick',[]) set(gca,'YTick',[]) set(handles.uitable1,'Data',[],'RowName',{'' '' ''}) % --- Executes on button press in pushbutton6. function pushbutton6_Callback(hObject, eventdata, handles) global a; writeDigitalPin(a, 'D7', 1); writeDigitalPin(a, 'D8', 1); % hObject handle to pushbutton6 (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 pushbutton7. function pushbutton7_Callback(hObject, eventdata, handles) global a; writeDigitalPin(a, 'D7', 0); writeDigitalPin(a, 'D8', 0); % hObject handle to pushbutton7 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)
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