katamit / Devanagiri-Recognizer

Hindi Alphabet classifier using convnet

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Devanagiri Recognition

This code helps you classify different alphabets of hindi language (Devanagiri) using Convnets

Code Requirements

You can install Conda for python which resolves all the dependencies for machine learning.

Description

Python Implementation

  1. Dataset- DHCD (Devnagari Character Dataset)
  2. Images of size 32 X 32
  3. Convolutional Network Support added.

Train Acuracy ~ 95%

Test Acuracy ~ 92%

Execution for writing through webcam

To run the code, type python Dev-Rec.py

python Dev-Rec.py

About

Hindi Alphabet classifier using convnet

License:MIT License


Languages

Language:Python 100.0%