Counting 3,834 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
Suggestion? Feedback? Tweet @stkim1

Author
Last Commit
May. 16, 2019
Created
Apr. 26, 2019

hicr-capsnet

Tensorflow 2.0 implementation of "Handwritten Indic Character Recognition using Capsule Networks" [ASPCON 2018]

Initial Setup

  1. Setup the environment & install all the dependencies:
    pip install -r requirements.txt
  2. Download the datasets Bangla Digits, Telugu Digits, Devanagari Digits and rename as bangla, devanagari, telugu in data directory
  3. python data/process_dataset.py
  4. If you want to create csv file from images folder then: python data/process_dataset.py --csv

Running

  • For starting training & validation:
    python main.py

Acknowledgements

A major thanks to authors of the paper.

Reference

@misc{1901.00166,
Author = {Bodhisatwa Mandal and Suvam Dubey and Swarnendu Ghosh and Ritesh Sarkhel and Nibaran Das},
Title = {Handwritten Indic Character Recognition using Capsule Networks},
Year = {2019},
Eprint = {arXiv:1901.00166},
}