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<!doctype html>
<html>
<title>Folk.AI- Classify India's Folk Dances</title>
<link href="https://fonts.googleapis.com/css2?family=Alfa+Slab+One&display=swap" rel="stylesheet">
<style>
body,h2 {font-family: sans-serif; color:white;}
h1 {font-family: 'Alfa Slab One'; color:white;}
body, html {height: 100%}
h3 {text-align: center; color: burlywood;}
form {color:white; align-items: center;}
div {background-color: gray; border-radius: 10px; color: black; border: 2px solid black;}
</style>
<h1>
folk.ai
</h1>
<h2>Classify Between Chhau and Kathakali, Two Classical Dance Forms of India Using Artificial Intelligence</h2>
<h3>
by <a href="https://ghosh-r.github.io/">Ritobrata Ghosh</a>
</h3>
<body style="background-image: url('https://images.unsplash.com/photo-1479812627010-aa5bd9d173b1?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=1380&q=80'); background-size: cover; margin-left: 5%;">
<br>
<br>
<form action="/" method="POST" enctype=multipart/form-data>
<input type="file" name="image">
<br>
<input type="submit" value="Predict" >
<br>
</form>
<br>
<br>
<div>
How this works:<br>
Just upload an image of Chhau or Kathakali dance using the "Browse..."
button and click on "Predict" to get prediction of the dance form.
<br><br>
This web app depends on a batch-learning model leveraging Convolutional
Neural Network and transfer learning. The model is trained Using
PyTorch and fastai v1 libraries. This is an Open Source project.
Visit <a href="https://github.com/ghosh-r/folkAI">GitHub Repository</a>
for code.
</div>
<p>Copyright- Ritobrata Ghosh 2020</p>
</body>
</html>