Following lesson-2, I created a web app which distinguishes between two classical dance forms of India- Chhau and Kathakali. They are visually quite similar to an outsider. So, I trained a CNN using ResNet-34, that can classify user uploaded images to either Chhau or Kathakali.
I deployed it in Heroku- Folk.AI. Have a look.
GitHub repo link available on the site.
It looks like this-
The model is trained only with images with those kinds of dance. Hence, the app cannot predict class for images which do not belong to either class.
Critique and suggestions welcome.