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Introduction

Bengalis are the third largest ethnic group in the world, their mother tone Bengali, 5th most spoken language in the world, has over 200 million speakers.

In this project, we are trying to develop a robust neural network model to perform handwritten Bangla character recognition(www.kaggle.com/c/bengaliai-cv19).

Team name: Neural NotWork

Team member: Hanxiao Chen, Yi Wang, Weihao Zhou

Links of our blog posts on Medium

First Post: bit.ly/2VLrT3x

Mid+Final Post: bit.ly/2TwZAmo

A YouTube link of our presentation

youtu.be/mxfHMGFszZI

The computing tools we rely on

Platform: Colab

Runtime: GPU

Python version: Python 3.7

Pageckage version:

TensorFlow==2.1.0

numpy==1.17.1

pandas==0.25.0

scikit-learn==0.21.3

plotly==4.1.1

matplotlib==3.1.1

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Kaggle competition for Bengali.AI Handwritten Grapheme Classification

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