├── GUI2 ├── 说明.txt ├── chuli.m ├── draw.fig ├── mydata.mat ├── MouseDraw.m ├── Untitled3.m ├── gui_hanshu.m ├── mydata2.mat ├── A1.txt ├── IXT.txt ├── IYT.txt ├── draw.m └── A2.txt ├── GUI1 ├── mydata.mat ├── gui_hanshu.m ├── number_reconginize.m └── number_reconginize.fig ├── train_and_test ├── testold.m └── trainold.m └── readme.txt /GUI2/说明.txt: -------------------------------------------------------------------------------- 1 | 运行draw.m即可，鼠标左键画图 右键结束 -------------------------------------------------------------------------------- /GUI2/chuli.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI2/chuli.m -------------------------------------------------------------------------------- /GUI2/draw.fig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI2/draw.fig -------------------------------------------------------------------------------- /GUI1/mydata.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI1/mydata.mat -------------------------------------------------------------------------------- /GUI2/mydata.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI2/mydata.mat -------------------------------------------------------------------------------- /GUI1/gui_hanshu.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI1/gui_hanshu.m -------------------------------------------------------------------------------- /GUI2/MouseDraw.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI2/MouseDraw.m -------------------------------------------------------------------------------- /GUI2/Untitled3.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI2/Untitled3.m -------------------------------------------------------------------------------- /GUI2/gui_hanshu.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI2/gui_hanshu.m -------------------------------------------------------------------------------- /GUI2/mydata2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI2/mydata2.mat -------------------------------------------------------------------------------- /GUI1/number_reconginize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI1/number_reconginize.m -------------------------------------------------------------------------------- /train_and_test/testold.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/train_and_test/testold.m -------------------------------------------------------------------------------- /train_and_test/trainold.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/train_and_test/trainold.m -------------------------------------------------------------------------------- /GUI1/number_reconginize.fig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CKKKC8719/handWritten-digit-recognition-based-on-BP/HEAD/GUI1/number_reconginize.fig -------------------------------------------------------------------------------- /readme.txt: -------------------------------------------------------------------------------- 1 | train_and_test中包含一个训练集和一个测试集，用于训练数据和测试识别成功率。 2 | GUI1与GUI2分别是两种可视化实现，一种读入图片识别，一种自己手写数字识别。 3 | 训练集和测试集图片在压缩包中，解压即可，里面图片很多，需要解压很久 -------------------------------------------------------------------------------- /GUI2/A1.txt: -------------------------------------------------------------------------------- 1 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 2 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000105 -0.000842 -0.003502 -0.003598 -0.001671 0.000154 -0.000001 0.000000 0.000000 0.000000 0.000000 3 | 0.000000 0.000000 0.000000 0.000000 0.000059 -0.000093 -0.018975 -0.005193 -0.003956 -0.012729 -0.000835 0.000088 0.000000 0.000000 0.000000 0.000000 4 | 0.000000 0.000000 0.000000 0.000000 -0.000027 -0.028241 0.378911 0.830795 0.832262 0.513702 -0.021550 -0.000920 0.000000 0.000000 0.000000 0.000000 5 | 0.000000 0.000000 0.000000 0.000000 -0.009338 0.046119 0.908303 0.727218 0.636724 0.787451 -0.019300 -0.001954 0.000000 0.000000 0.000000 0.000000 6 | 0.000000 0.000000 0.000000 0.000000 -0.013416 0.092475 0.892608 0.088705 0.528075 0.786731 -0.019016 -0.001914 0.000000 0.000000 0.000000 0.000000 7 | 0.000000 0.000000 0.000000 0.000000 -0.013399 0.092163 0.874938 0.429426 0.940818 0.713998 -0.023375 -0.001539 0.000000 0.000000 0.000000 0.000000 8 | 0.000000 0.000000 0.000000 0.000000 -0.009653 0.052786 0.813202 0.959990 1.009695 0.507569 -0.043047 0.000149 0.000000 0.000000 0.000000 0.000000 9 | 0.000000 0.000000 0.000000 0.000000 0.000157 -0.004209 0.050836 0.057493 0.752640 0.526198 -0.043317 0.000189 0.000000 0.000000 0.000000 0.000000 10 | 0.000000 0.000000 0.000000 0.000000 0.000037 0.000135 -0.011319 -0.033825 0.761244 0.329980 -0.033108 0.000032 0.000000 0.000000 0.000000 0.000000 11 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 -0.004007 0.000831 0.799415 0.288375 -0.031554 -0.000001 0.000000 0.000000 0.000000 0.000000 12 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 -0.013185 0.085555 0.933116 0.214412 -0.025421 0.000002 0.000000 0.000000 0.000000 0.000000 13 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 -0.010060 0.071330 0.657099 0.064233 -0.009386 -0.000000 0.000000 0.000000 0.000000 0.000000 14 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000059 -0.000407 -0.003898 -0.000493 0.000067 -0.000000 0.000000 0.000000 0.000000 0.000000 15 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000044 -0.000311 -0.002906 -0.000311 0.000044 0.000000 0.000000 0.000000 0.000000 0.000000 16 | 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 17 | -------------------------------------------------------------------------------- /GUI2/IXT.txt: -------------------------------------------------------------------------------- 1 | -10 2 | 22.8831 3 | 22.8831 22.8831 22.8831 4 | 22.8831 22.7928 5 | 22.7928 22.7928 22.7928 6 | 22.7928 22.6928 22.5928 22.4928 22.3928 22.3416 7 | 22.3416 22.2416 22.1416 22.0416 21.9416 21.8416 21.7416 21.6416 21.5416 21.4416 21.3416 21.2416 21.1416 21.0416 20.9416 20.8978 8 | 20.8978 20.7978 20.7173 9 | 20.7173 20.6173 20.5173 20.4173 20.3173 20.2173 20.1173 20.0173 19.9173 19.8173 19.7173 19.6173 19.5173 19.4173 19.3173 19.2173 19.1173 19.0173 18.9173 18.8173 18.7173 18.6418 10 | 18.6418 18.5418 18.4613 11 | 18.4613 18.3613 18.2613 18.1613 18.0613 17.9613 17.8613 17.7613 17.6613 17.5613 17.4613 17.3613 17.2613 17.198 12 | 17.198 17.1077 13 | 17.1077 17.0077 16.9077 16.8077 16.7077 16.6077 16.5077 16.4077 16.3077 16.2077 16.1077 16.0077 15.9077 15.8077 15.7077 15.6077 15.5077 15.4077 15.3077 15.2077 15.1077 15.0322 14 | 15.0322 14.942 15 | 14.942 14.842 14.742 14.642 14.542 14.442 14.342 14.242 14.142 14.042 13.942 13.842 13.742 13.642 13.542 13.442 13.4079 16 | 13.4079 13.3079 13.2079 13.1372 17 | 13.1372 13.0372 12.9372 12.8372 12.7372 12.6372 12.5372 12.4372 12.3372 12.2372 12.1372 12.0372 11.9372 11.8738 18 | 11.8738 11.8738 11.8738 11.8738 11.8738 19 | 11.8738 11.7738 11.6934 20 | 11.6934 11.6934 11.6934 11.6934 21 | 11.6934 11.7934 11.8934 11.9641 22 | 11.9641 12.0641 12.1641 12.2348 23 | 12.2348 12.3348 12.4348 12.5348 12.6348 12.7348 12.8348 12.8665 24 | 12.8665 12.9665 13.0665 13.1665 13.2665 13.3665 13.4665 13.5665 13.6665 13.7665 13.8665 13.9665 14.0665 14.1665 14.2665 14.3665 14.4665 14.4908 25 | 14.4908 14.5908 14.6908 14.7908 14.8908 14.9908 15.0908 15.1908 15.2908 15.3908 15.4908 15.5908 15.6908 15.7908 15.8908 15.9908 16.0908 16.1908 16.2908 16.3908 16.4761 26 | 16.4761 16.5761 16.6761 16.7761 16.837 27 | 16.837 16.937 17.037 17.137 17.237 17.337 17.437 17.537 17.637 17.737 17.837 17.937 18.037 18.137 18.237 18.337 18.437 18.537 18.637 18.737 18.837 18.937 19.037 19.093 28 | 19.093 19.1832 29 | 19.1832 19.2832 19.3832 19.4832 19.5832 19.6832 19.7832 19.8832 19.9832 20.0832 20.1832 20.2832 20.3832 20.4832 20.5368 30 | 20.5368 20.5368 20.5368 31 | 20.5368 20.6368 20.7368 20.8368 20.9368 21.0368 21.1368 21.2368 21.3368 21.349 32 | 21.349 21.449 21.5295 33 | 21.5295 21.6295 21.7295 21.8295 21.9295 22.0295 22.1295 22.2295 22.2514 34 | 22.2514 22.3416 35 | 22.3416 22.4416 22.5416 22.6123 36 | 22.6123 22.6123 22.6123 22.6123 37 | 22.6123 22.7026 38 | 22.7026 22.7928 39 | 22.7928 22.8831 40 | 22.8831 22.8831 22.8831 41 | 22.8831 22.8831 22.8831 22.8831 42 | 22.8831 22.9831 23.0635 43 | 23.0635 23.0635 23.0635 44 | 23.0635 23.0635 23.0635 45 | 23.0635 23.0635 23.0635 23.0635 46 | 23.0635 23.0635 23.0635 23.0635 23.0635 47 | 23.0635 22.9733 48 | 22.9733 22.9733 22.9733 49 | 22.9733 22.8733 22.7733 22.7026 50 | 22.7026 22.7026 22.7026 51 | 22.7026 22.6026 22.5026 22.4026 22.3026 22.2026 22.1611 52 | 22.1611 22.0611 21.9611 21.8611 21.7611 21.7099 53 | 21.7099 21.7099 21.7099 54 | 21.7099 21.6099 21.5099 21.4099 21.3099 21.2587 55 | 21.2587 21.1685 56 | 21.1685 21.0685 20.9685 20.8685 20.7685 20.7173 57 | 20.7173 20.6271 58 | 20.6271 20.5271 20.4271 20.3564 59 | 20.3564 20.3564 20.3564 60 | 20.3564 20.2661 61 | 20.2661 20.2661 20.2661 20.2661 20.2661 20.2661 62 | -------------------------------------------------------------------------------- /GUI2/IYT.txt: -------------------------------------------------------------------------------- 1 | -10 2 | 40.7839 3 | 40.7839 40.8839 40.8984 4 | 40.8984 40.8984 5 | 40.8984 40.9984 41.0129 6 | 41.0129 41.089 41.1651 41.2412 41.3173 41.3563 7 | 41.3563 41.3801 41.4039 41.4277 41.4515 41.4752 41.499 41.5228 41.5466 41.5704 41.5942 41.618 41.6418 41.6656 41.6893 41.6998 8 | 41.6998 41.6998 41.6998 9 | 41.6998 41.7273 41.7549 41.7825 41.8101 41.8377 41.8652 41.8928 41.9204 41.948 41.9756 42.0031 42.0307 42.0583 42.0859 42.1135 42.1411 42.1686 42.1962 42.2238 42.2514 42.2722 10 | 42.2722 42.2722 42.2722 11 | 42.2722 42.2813 42.2903 42.2994 42.3084 42.3175 42.3266 42.3356 42.3447 42.3538 42.3628 42.3719 42.3809 42.3867 12 | 42.3867 42.3867 13 | 42.3867 42.3536 42.3205 42.2874 42.2543 42.2212 42.1881 42.155 42.1219 42.0888 42.0557 42.0226 41.9895 41.9564 41.9233 41.8902 41.8571 41.824 41.7909 41.7579 41.7248 41.6998 14 | 41.6998 41.5853 15 | 41.5853 41.5032 41.4211 41.339 41.2569 41.1748 41.0927 41.0106 40.9285 40.8465 40.7644 40.6823 40.6002 40.5181 40.436 40.3539 40.3259 16 | 40.3259 40.1568 39.9876 39.868 17 | 39.868 39.5961 39.3243 39.0524 38.7805 38.5087 38.2368 37.965 37.6931 37.4212 37.1494 36.8775 36.6056 36.4334 18 | 36.4334 36.3334 36.2334 36.1334 36.09 19 | 36.09 33.9966 32.3119 20 | 32.3119 32.2119 32.1119 32.0829 21 | 32.0829 31.4486 30.8143 30.3657 22 | 30.3657 30.1965 30.0273 29.9077 23 | 29.9077 29.8533 29.799 29.7446 29.6902 29.6358 29.5815 29.5643 24 | 29.5643 29.5361 29.5079 29.4797 29.4515 29.4233 29.3951 29.3669 29.3387 29.3105 29.2823 29.2541 29.2259 29.1977 29.1695 29.1414 29.1132 29.1063 25 | 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 29.1063 26 | 29.1063 29.1063 29.1063 29.1063 29.1063 27 | 29.1063 29.152 29.1977 29.2433 29.289 29.3347 29.3803 29.426 29.4717 29.5174 29.563 29.6087 29.6544 29.7001 29.7457 29.7914 29.8371 29.8827 29.9284 29.9741 30.0198 30.0654 30.1111 30.1367 28 | 30.1367 30.1367 29 | 30.1367 30.2213 30.3058 30.3904 30.475 30.5596 30.6442 30.7287 30.8133 30.8979 30.9825 31.0671 31.1516 31.2362 31.2815 30 | 31.2815 31.3815 31.396 31 | 31.396 31.5793 31.7625 31.9458 32.129 32.3123 32.4956 32.6788 32.8621 32.8843 32 | 32.8843 33.0112 33.1133 33 | 33.1133 33.4305 33.7477 34.0648 34.382 34.6992 35.0164 35.3335 35.403 34 | 35.403 35.5175 35 | 35.5175 35.9827 36.4479 36.7769 36 | 36.7769 36.8769 36.9769 37.0058 37 | 37.0058 37.8072 38 | 37.8072 37.9217 39 | 37.9217 38.3797 40 | 38.3797 38.4797 38.4942 41 | 38.4942 38.5942 38.6942 38.7231 42 | 38.7231 38.9134 39.0666 43 | 39.0666 39.1666 39.1811 44 | 39.1811 39.0811 39.0666 45 | 39.0666 38.9666 38.8666 38.8376 46 | 38.8376 38.7376 38.6376 38.5376 38.4942 47 | 38.4942 37.1203 48 | 37.1203 37.0203 37.0058 49 | 37.0058 35.9909 34.9759 34.2582 50 | 34.2582 34.1582 34.1437 51 | 34.1437 33.4459 32.7481 32.0504 31.3526 30.6548 30.3657 52 | 30.3657 29.5283 28.691 27.8536 27.0163 26.5876 53 | 26.5876 26.4876 26.4731 54 | 26.4731 25.6358 24.7985 23.9611 23.1238 22.6951 55 | 22.6951 22.3516 56 | 22.3516 21.3621 20.3725 19.3829 18.3933 17.8867 57 | 17.8867 17.1998 58 | 17.1998 16.1425 15.0853 14.3376 59 | 14.3376 14.2376 14.2231 60 | 14.2231 12.6203 61 | 12.6203 12.5203 12.4203 12.3203 12.2203 12.1624 62 | -------------------------------------------------------------------------------- /GUI2/draw.m: -------------------------------------------------------------------------------- 1 | function varargout = draw(varargin) 2 | % DRAW MATLAB code for draw.fig 3 | % DRAW, by itself, creates a new DRAW or raises the existing 4 | % singleton*. 5 | % 6 | % H = DRAW returns the handle to a new DRAW or the handle to 7 | % the existing singleton*. 8 | % 9 | % DRAW('CALLBACK',hObject,eventData,handles,...) calls the local 10 | % function named CALLBACK in DRAW.M with the given input arguments. 11 | % 12 | % DRAW('Property','Value',...) creates a new DRAW or raises the 13 | % existing singleton*. Starting from the left, property value pairs are 14 | % applied to the GUI before draw_OpeningFcn gets called. An 15 | % unrecognized property name or invalid value makes property application 16 | % stop. All inputs are passed to draw_OpeningFcn via varargin. 17 | % 18 | % *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one 19 | % instance to run (singleton)". 20 | % 21 | % See also: GUIDE, GUIDATA, GUIHANDLES 22 | 23 | % Edit the above text to modify the response to help draw 24 | 25 | % Last Modified by GUIDE v2.5 11-Apr-2020 23:31:24 26 | 27 | % Begin initialization code - DO NOT EDIT 28 | gui_Singleton = 1; 29 | gui_State = struct('gui_Name', mfilename, ... 30 | 'gui_Singleton', gui_Singleton, ... 31 | 'gui_OpeningFcn', @draw_OpeningFcn, ... 32 | 'gui_OutputFcn', @draw_OutputFcn, ... 33 | 'gui_LayoutFcn', [] , ... 34 | 'gui_Callback', []); 35 | if nargin && ischar(varargin{1}) 36 | gui_State.gui_Callback = str2func(varargin{1}); 37 | end 38 | 39 | if nargout 40 | [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); 41 | else 42 | gui_mainfcn(gui_State, varargin{:}); 43 | end 44 | % End initialization code - DO NOT EDIT 45 | 46 | 47 | % --- Executes just before draw is made visible. 48 | function draw_OpeningFcn(hObject, eventdata, handles, varargin) 49 | % This function has no output args, see OutputFcn. 50 | % hObject handle to figure 51 | % eventdata reserved - to be defined in a future version of MATLAB 52 | % handles structure with handles and user data (see GUIDATA) 53 | % varargin command line arguments to draw (see VARARGIN) 54 | 55 | % Choose default command line output for draw 56 | handles.output = hObject; 57 | 58 | % Update handles structure 59 | guidata(hObject, handles); 60 | 61 | % UIWAIT makes draw wait for user response (see UIRESUME) 62 | % uiwait(handles.figure1); 63 | 64 | 65 | % --- Outputs from this function are returned to the command line. 66 | function varargout = draw_OutputFcn(hObject, eventdata, handles) 67 | % varargout cell array for returning output args (see VARARGOUT); 68 | % hObject handle to figure 69 | % eventdata reserved - to be defined in a future version of MATLAB 70 | % handles structure with handles and user data (see GUIDATA) 71 | 72 | % Get default command line output from handles structure 73 | varargout{1} = handles.output; 74 | 75 | 76 | 77 | function edit1_Callback(hObject, eventdata, handles) 78 | % hObject handle to edit1 (see GCBO) 79 | % eventdata reserved - to be defined in a future version of MATLAB 80 | % handles structure with handles and user data (see GUIDATA) 81 | 82 | % Hints: get(hObject,'String') returns contents of edit1 as text 83 | % str2double(get(hObject,'String')) returns contents of edit1 as a double 84 | 85 | 86 | % --- Executes during object creation, after setting all properties. 87 | function edit1_CreateFcn(hObject, eventdata, handles) 88 | % hObject handle to edit1 (see GCBO) 89 | % eventdata reserved - to be defined in a future version of MATLAB 90 | % handles empty - handles not created until after all CreateFcns called 91 | 92 | % Hint: edit controls usually have a white background on Windows. 93 | % See ISPC and COMPUTER. 94 | if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) 95 | set(hObject,'BackgroundColor','white'); 96 | end 97 | 98 | 99 | % --- Executes on button press in pushbutton1. 100 | function pushbutton1_Callback(hObject, eventdata, handles) 101 | % hObject handle to pushbutton1 (see GCBO) 102 | % eventdata reserved - to be defined in a future version of MATLAB 103 | % handles structure with handles and user data (see GUIDATA) 104 | MouseDraw(); 105 | %filename = '.\A1.txt'; 106 | %A=textread(filename,'%n'); 107 | %imshow(A); 108 | 109 | 110 | pause(4); 111 | load A1.txt; 112 | load A2.txt; 113 | imshow(A2); 114 | 115 | number=0; 116 | number=gui_hanshu(A1); 117 | 118 | set(handles.edit1,'String',num2str(number)); 119 | %figure 120 | %imshow(A1); 121 | -------------------------------------------------------------------------------- /GUI2/A2.txt: -------------------------------------------------------------------------------- 1 | 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 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