nhcr: Nepali Handwritten Character Recognition
Offline Nepali Handwritten Character Recognition Using Artificial Neural Networks
Requirement
- 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.mExamples
Recognition Test
>> recognitionTest()
Image Pre-processing Demo
>> preprocessingDemo
Feature Extraction Demo
>> featureExtractionDemoDataset 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}
}