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This repository contains the front-end code, that revolves around deploying a Machine Learning Model Developed in one of my research study named "A Novel Convolutional Neural Network for Classifying Indian Coins by Denomination"

Home Page: https://indian-coin-classification.herokuapp.com/

PureBasic 72.15% HTML 21.98% Python 3.58% Dockerfile 2.30%
flask-application machine-learning model-deployment web-application

indian_coin_classification_web_application's Introduction

Indian Coin Classification Web Application

DOI Heroku Tensforflow 2.7.0 Val_Acc License

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This repository contains the front-end code, that revolves around deploying a Machine Learning Model Developed in one of my research study named "A Novel Convolutional Neural Network for Classifying Indian Coins by Denomination"

The Model Deployed is a scaled down version of the model proposed in the study. It was scaled down due to the slug size limit imposed by the free tier account on Heroku (read more about heroku)

Forward Links:

  • You can check the deployed website here

  • Complete Model Development repository on GitHub is located here

  • Read the open access copy of the research paper here

  • Paper DOI: 10.31224/osf.io/znxrg

  • Dataset Used in the Paper can be accessed here

  • Dataset DOI: 10.21227/t63t-5j24

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