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“RECOGNITION OF CHARACTERS &DIGITS”
“Recognition of Assamese Vowels Consonants and
Digits”

Presented By:

Sri Uday Saikia(Roll no. xxxxxx
PROJECT OVERVIEW:
one of the challenging computational processes.
 There is competition between the speed and efficiency.
 The human mind can easily decipher these handwritten
characters easily, accurately and speedily.
 The human mind can do it because of the presence of
densely neural network in his mind.

DEVELOPMENT OF RACD SYSTEM


The problem defines in the acquisition process of an
RACD system can be justified by training of neural
networks in reconstruction of Assamese characters &
Digits. First of all, the system by offline handwritten
different shapes of Assamese characters is taught. On
the basis of this image model database, character sets
are matched and classify the reconstructed image.
GCR MODEL
BACK GROUND INFORMATION
PREPROCESSING
ARCHITECTURE OF RACD
CHARACTERS AND DIGITS)

(RECOGNITION OF ASSAMESE
ANN(ARTIFICIAL NEURAL NETWORK)


1. Biological Neuron
HOW THE HUMAN BRAIN LEARNS?


Components of a neuron


Synapse


The Neuron Model
A typical Feed-forward neural network model
THE NEURAL NETWORK
Training of characters using neural networks


Regression of trained neural networks
Training state of neural networks
GRAPHICAL USER INTERFACE….
Artificial Neural Network / Hand written character Recognition

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Artificial Neural Network / Hand written character Recognition