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Optical character recognition using the image processing and neural network. this program can be extends for any language

MATLAB 94.92% Objective-C 5.08%

feature-extraction-technique-based-character-recognition-using-ann-for-sinhala-characters's Introduction

feature-extraction-technique-based-character-recognition-using-ann-for-Sinhala-Characters

Used technologies

MatLab
Image processing toolbox
Neural Network toolbox
pattern recognition

How to run this application

run the create_target_metrics.m, this will create the y matrics. one character have 25 different sampels.so 25 * 34 = 850 samples in the training_set folder. you can change this according to your program.
run the myFeatureScript.m, this will extract the feature and store in the x matrics.
then you need to train the neural network using train.m.
give the image path in image = imread('image path'); and run the extract_word_from_image.m

output will be printed to output.txt.

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Notice

If anyone needs this code as your university project, please reach out to me. I'm always happy to help you. You can train this program to any other language without any issues. but the accuracy may be vary

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