Description: This is a neural network based marathi character recognition system. Run directly OCR_ANN.m file. and then a GUI will open. Add the template file first for training. Once the excel file is taught, the GUI can recognise the text from scanned images. The neyrak network used is having 2 hidden layers. And 1000 & 500 neurons in each layer respectively.
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File list (Check if you may need any files):
character_marathi\bpneural.p
.................\char.mat
.................\charpass.p
.................\clip.p
.................\create_templates.p
.................\debug.mat
.................\del_pixel.p
.................\discourser.p
.................\edu_imgresize.p
.................\EraseExcelSheets.p
.................\feature_extractor.p
.................\feature_extractor_2d.p
.................\file_sequencer.p
.................\finddirection.p
.................\findneighbours.p
.................\Imag_seg_ex.p
.................\inouts.mat
.................\ismymember.p
.................\isnotempty.p
.................\isnotintersection.p
.................\isnotmember.p
.................\letters_skel.mat
.................\lineclassifier.p
.................\lines.p
.................\linesegmenter.p
.................\Login.fig
.................\Login.m
.................\Login.p
.................\marathi.jpg
.................\net.mat
.................\OCR.p
.................\OCR_ANN.asv
.................\OCR_ANN.fig
.................\OCR_ANN.m
.................\OCR_ANN.p
.................\prepared.mat
.................\prepinputs.p
.................\prep_image.p
.................\read_letter.p
.................\recognize.p
.................\starter_intersection.p
.................\template.bmp
.................\templates.mat
.................\test.p
.................\test1.p
.................\test2.p
.................\TestIm.mat
.................\testneural.p
.................\tp.p
.................\tp1.p
.................\tp2.p
.................\tushar_sample_database.jpg
.................\xlstest.p
.................\temp
character_marathi
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