nhcr: Nepali Handwritten Character Recognition

Offline Nepali Handwritten Character Recognition Using Artificial Neural Networks

Requirement

1. MATLAB

Uses

Change configurations

Change your configurations in 'setup.m' file if necessary.

Set path

#Add anpr project path to matlab search path using set path option. OR,
>> addpath(genpath(pwd))

GUI

>> cd gui
>> handwritingRecognition

Training/Evaluation

>> main.m

Examples

Recognition Test

>> recognitionTest()

Image Pre-processing Demo

>> preprocessingDemo

Feature Extraction Demo

>> featureExtractionDemo

Dataset Details

https://www.kaggle.com/ashokpant/devanagari-character-dataset

Citation

Please cite in your publications if it helps your research:

@inproceedings{pant2012off,
  title={Off-line Nepali handwritten character recognition using Multilayer Perceptron and Radial Basis Function neural networks},
  author={Pant, Ashok Kumar and Panday, Sanjeeb Prasad and Joshi, Shashidhar Ram},
  booktitle={Internet (AH-ICI), 2012 Third Asian Himalayas International Conference on},
  pages={1--5},
  year={2012},
  organization={IEEE}
}