I'm getting an error on the coder.inte​rnal.DeepL​earningNet​work. What is the solution for this?

3 views (last 30 days)
function varargout = HumanSkinDiseaseDetectionUIDesign(varargin) % HUMANSKINDISEASEDETECTIONUIDESIGN MATLAB code for HumanSkinDiseaseDetectionUIDesign.fig % HUMANSKINDISEASEDETECTIONUIDESIGN, by itself, creates a new HUMANSKINDISEASEDETECTIONUIDESIGN or raises the existing % singleton*. % % H = HUMANSKINDISEASEDETECTIONUIDESIGN returns the handle to a new HUMANSKINDISEASEDETECTIONUIDESIGN or the handle to % the existing singleton*. % % HUMANSKINDISEASEDETECTIONUIDESIGN('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in HUMANSKINDISEASEDETECTIONUIDESIGN.M with the given input arguments. % % HUMANSKINDISEASEDETECTIONUIDESIGN('Property','Value',...) creates a new HUMANSKINDISEASEDETECTIONUIDESIGN or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before HumanSkinDiseaseDetectionUIDesign_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to HumanSkinDiseaseDetectionUIDesign_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 HumanSkinDiseaseDetectionUIDesign
% Last Modified by GUIDE v2.5 20-May-2022 18:00:41
% Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @HumanSkinDiseaseDetectionUIDesign_OpeningFcn, ... 'gui_OutputFcn', @HumanSkinDiseaseDetectionUIDesign_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 HumanSkinDiseaseDetectionUIDesign is made visible. function HumanSkinDiseaseDetectionUIDesign_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 HumanSkinDiseaseDetectionUIDesign (see VARARGIN)
% Choose default command line output for HumanSkinDiseaseDetectionUIDesign handles.output = hObject;
% Update handles structure guidata(hObject, handles);
% create an axes that spans the whole gui ah = axes('unit', 'normalized', 'position', [0 0 1 1]); % import the background image and show it on the axes bg = imread('bg.jpg'); imagesc(bg); % prevent plotting over the background and turn the axis off set(ah,'handlevisibility','off','visible','off') % making sure the background is behind all the other uicontrols uistack(ah, 'bottom');
% UIWAIT makes HumanSkinDiseaseDetectionUIDesign wait for user response (see UIRESUME) % uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line. function varargout = HumanSkinDiseaseDetectionUIDesign_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;
% 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) clc cla(handles.axes4,'reset'); cla(handles.axes6,'reset'); set(handles.edit1,'string',''); set(handles.edit2,'string','');
% 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)
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 during object creation, after setting all properties. function axes4_CreateFcn(hObject, eventdata, handles) % hObject handle to axes4 (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 axes4
% --- Executes on button press in pushbutton3. function pushbutton3_Callback(hObject, eventdata, handles) global im [path,user_cancel]=imgetfile(); if user_cancel msgbox(sprintf('Selection Cancelled!'),'Error','Warn'); return end im=imread(path); axes(handles.axes4); A=imresize(im,[224 224]); imshow(A)
guidata(hObject, 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) % --- Executes on button press in pushbutton1.
function pushbutton1_Callback(hObject, eventdata, handles) global im
selectedFile = im;
%Initialize DNN and the input size net = coder.loadDeepLearningNetwork('resnettrainedmodel'); inputSize = [224 224]; %net.Layers(1).InputSize;
%Initialize text to display textToDisplay = '......';
fprintf('Detecting Skin Diseases.\n');
for ii = 1:10; %Capture image from webcam imgSizeAdjusted = imresize(selectedFile,inputSize);
%Classify the input image
[label,score] = net.classify(imgSizeAdjusted);
maxScore = max(score);
labelStr = cellstr(label);
textToDisplay = sprintf('Label : %s \nScore : %f',labelStr{:},maxScore);
end
set(handles.axes4,'Units','normalized'); set(handles.edit1,'string', labelStr); set(handles.edit2,'string', maxScore*100);
[~,idx] = sort(score,'descend'); idx = idx(3:-1:1); classes = net.Layers(end).Classes; classNamesTop = string(classes(idx)); scoreTop = score(idx);
%Plotting the Histogram barh(handles.axes6,scoreTop) xlim(handles.axes6,[0 1]) title(handles.axes6,'Top 3') xlabel(handles.axes6,'Probability') yticklabels(handles.axes6,classNamesTop) handles.axes6.YAxisLocation = 'left';

Answers (0)

Categories

Find more on Graphics Object Properties in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!