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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.