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Classifying between two folk dance forms of India using Deep Learning

Home Page: https://folk-ai.herokuapp.com/

License: MIT License

Python 29.45% HTML 70.55%

folkai's Introduction

Folk.AI

Web App for Classifying Between Chhau and Kathakali- Two Folk Dance Forms of India Using Artificial Intelligence

About

Chhau and Kathakali are two folk dance forms of India. They use very colorful and exotic costiumes for the dances.

chhau-dance Chhau Dance- Photo from Wikimedia Commons

kathakali-dance Kathakali Dance- Photo from Wikimedia Commons

How to Use This App

Go to folk-ai.herokuapp.com to use this web app. Upload an image of either Kathakali or Chhau dance, and this web app will predict the dance form using Artificial Intelligence.

Technology

This project uses fast.ai and PyTorch libraries. This is a project of Computer Vision using Convolutional Neural Network, specifically, a ResNet-34 model.

This project levarages transfer learning.

Requirements

This project uses older versions of PyTorch, torchvision and fastai library. See requirements.txt file more details.

folkai's People

Contributors

ritog avatar siddharthalodha avatar

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