In this project, a general algorithm was proposed to improve handwritten recognition.Handwritten recognition algorithms Usage of the handwritten recognition revolution in converting an extended document into letters may cut down a letter for lowering labors.The handwritten fonts in this are multi-script i.e.Bangla font, Latin, MNIST Handwritten Alphabet series on prescription -11 This step has been implemented using genetic algorithms and artificial intelligence methods.This algorithm results were constructed and implemented to give correct recognition of Bangla set is 94.05 %, Latin 98.58 % & MNIST-100%.
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