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Character Recognition using Single Layer Perceptron (SLP)

version 1.0.0 (2.36 KB) by Gautam Chettiar
Provided the MATLAB Code for Character Recognition using a Single Layered Perceptron (SLP). Visual Aids have been provided.

8 Downloads

Updated 07 Dec 2021

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The inputs that have been used are bipolar in the form of a matrix, which represents pixels which take a camera shot of a hand-written script. Depending on the pixel location and strength, the model trains itself from the train data, and then tests itself on test data which must be provided manually.
Visual aids are there which will help with viewing the inputs that are given and the manual inputs that you feed in to test the efficacy.
You can run in sections to not get overwhelmed by all the outputs lining up together at the same time.

Cite As

Gautam Chettiar (2022). Character Recognition using Single Layer Perceptron (SLP) (https://www.mathworks.com/matlabcentral/fileexchange/103110-character-recognition-using-single-layer-perceptron-slp), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2021b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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