Dim Sum Image Classification App with fast.ai models on Render

This repo contains a web app for classifying dim sum. It supports 5 dim sum types currently.

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Docker Installation

You can test your changes locally by installing Docker and using the following command:

docker build -t dimsum-fastai-v3 . && docker run --rm -it -p 5000:5000 dimsum-fastai-v3

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Local Installation

• Install dependencies

$ pip install -r requirements.txt

Run app

$ python app/server.py serve

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Reference

• Guide for production deployment to Render

• Render's fast.ai forum thread