plusminuschirag / DevNagri-Recognition-Pytorch-Tensorflow2

Pytorch and Tensorflow 2.x Architectures for Classifying 40+ Characters

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DevNagri Numericals and Characters Recoginition Via Pytorch and Tf2

DevNagri is the ancient subscript using in Indian Sub-Continent prominiently used in the North-India. DevNagri has 49 Characters out of which 13 are Vowels. DevNagri Numericals has 10 distinct characters.

Dataset - Number Recognition

Total Images - 34000 for 10 Classes. Deep Convolutional Neural Network was trained with two CNN layers and one Fully Connected Layer achieving 90% Accuracy in 4 Epochs.

Dataset - Character Recognition

Total Images - 72001 fro 49 Classes. Deeper Convolutional Neural Network was trained with two CNN layers and two Fully Connected Layers acheiving 99% Accuracy in 10 Epochs.

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Pytorch and Tensorflow 2.x Architectures for Classifying 40+ Characters


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