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Character Recognition Example (V):Training a Simple NN for classification

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Character Recognition Example (V):Training a Simple NN for classification

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Recognize the arabic and english number system

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Description

to run it:

you will need first to run the file that name "charGUI4.fig" and on the right side there is a load training set where you have to train the system first, run any data that is should be from 1 to 9 and 0 like ( 1 2 3 4 5 5 6 7 8 9 0) as many line as you want so if you have a traning data that is 10 columns by 5 lines then you have to assign that to the small boxes that name column and line. right now keep the #words as is because I plan to use it but I change my mind so that it is automatically count the word for you.

after you train the system then load any image test, from the "Load Image" once you upload the image then choose the "select" and then go to the uploaded image and select whatever you want to recognize, after that select "crop" to crop the exact part that you want to recognize after that selcet "Features Extraction" to extract the features after that choose the "recognize" to see the results up on the result box.

P.S. keep in mind that the program has been tested on the english, arabic, farsi, hindi numbers. and try to test it on other language number by doing the test training and test sample to see if it is workable or not and I'm sure that it is going to work.
Future work: to make it recognize the Letters.

Acknowledgements

Character Recognition Example (Iii):Training A Simple Nn For Classification and Character Recognition Example (Iv):Training A Simple Nn For Classification inspired this file.

MATLAB release MATLAB 7.6 (R2008a)
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Comments and Ratings (14)
03 Jan 2012 pankaj Durve

when i run this projects some Errors are come,how to solve that error?
following errors are come.

27 Dec 2011 pankaj Durve

how to run this project?please help me

03 Dec 2011 sanjana

can nyone here plz tell me logic behind the project...wht feature extraction algo has been followe nd hw...nd wht the mean of training data...can i use my own data for recogizing ...plz rpl asap

08 Oct 2011 Mr Smart  
10 Mar 2010 altaf mulani

I would like to work on Arabic character recognition. I m a beginner, so from where i can start

10 Mar 2010 conrad Connors

Hi, I make on handwritten recognition project in my University, but I totally beginner...I use moments plus NN ...I need you help please... My email is pstahl@centrum.cz Thx

27 Jan 2010 NUR

hye...

im new with neural network and matlab....

in your program..where actually u implemant neural network technique in your coding??

20 Nov 2009 BinhMinh Nguyen

In the file edu_imgresize.m, there are a sentence: lett=((100-lett)/100); I don't know why we need the sentence, I think it just an inverse (80 will becom 0,2 and 20 will become 0.8), please give me an instruction, thank you very much!

14 Nov 2009 Jalal Alowibdi

Actually, I have not tried it at Version 7.0. sorry.

14 Nov 2009 gunjan singla

helllo sir,
i m using the version matlab 7.0.nd wen i run this,there was error open(fn).can this run on my version.plz help me soon

08 Jul 2009 Jalal Alowibdi

Hello Christine,
what type of error and what load button are you refer to.

because it works perfectly with me with no error except if I don't follow the read me file.
Good Luck

07 Jul 2009 Christine

I am using Matlab 7.6.0 (R2008a) to run your program but it gets error when I click the Load button.

29 Jun 2009 Jalal Alowibdi

Hi Sabri,
What version do you have because I used matlab 7.6.0 (R2008a) and it is work perfectly with no error. also, if you have training data dont forget to mention the column and line number of the training at the boxes down left.
Good Luck

23 Jun 2009 Passant Sabri

when i run charGUI4 i got error
at guideFunc line 96
readImage
ant guide can't be initialize
can u inform me what will be the solution

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