Click on the button below to upload some jpg and classify it between the 3 known classes - Donut | Bagel | Vada.
Only images of type JPG are supported
This web app uses deep learning to classify images between the 3 classes it knows - vada / donut / bagel.
What is a:
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Vada? It is the South Indian savory food made as fritters.
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Bagel? It is a kind of bread that is boiled and then baked.
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Donut? It is a sweet, fried dough - like a vada, but sweet with glazings on top.
The objective of this app is to create a simple exercise to learn how to push a deep learning model to the cloud and run inference in a serverless fashion. This app is built using FastAPI, Docker, AWS Lambda and SAM. The model is built using FastAI on top of PyTorch using a resnet32 base model.
To learn more about this site, see the
GitHub repo
