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RECOGNITION_OF_TAMIL_CHARACTERS_USING_CNN

INTRODUCTION:

"This repository contains a Convolutional Neural Network (CNN) tailored for recognizing handwritten Tamil 'Uyir Eluthu' characters. Trained on a dataset of handwritten samples, the model excels at accurately identifying and classifying these characters, offering a reliable solution for handwritten Tamil character recognition.This neural network model has been trained on a dataset comprising 9000 images and evaluated on a separate test set of 3000 images"

MODEL ARCHITECTURE:

image

EVALUATION:

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RESULTS:

The overall accuracy of the model, which is the ratio of correctly predicted instances to the total number of instances. In this case, the overall accuracy is 0.96 or 96%.

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Recognition of Tamil characters using CNN

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