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...Australian journal of engineering and innovative technology publisher homepage www universepg com issn online print https doi org ajeit bangla handwritten characters recognition using convolutional neural network md anwar hossain mirza a f m rashidul hasan zainul abadin nafiul fatta department information communication pabna university science bangladesh rajshahi correspondence manwar ice gmail associate professor abstract in the language there are complex shaped working with this huge amount an appropriate set features is tough problem to recognize moreover ambiguity precision errors common words furthermore among large number letters some quite similar shape making difficult work we proposed based approach for recognizing alphabet character cnn outperforms most other models however guarantee satisfactory performance cnns usually need great samples handwriting has been hot topic several years but due similarity many it s achieve good results by training testing on datasets model gets ...