servefastai

Serve FastAI models and get a web-based UI to test them out with a single line of code. See a video demo here.

Installation

Install with pip. Make sure you have fastai already installed.

pip install servefastai --upgrade

Usage

from servefastai import serve
serve(learn)

learn should be a FastAI learner object. Navigate to http://PUBLIC_IP:9999 , where PUBLIC_IP is the public IP address of the machine running the Jupyter notebook. You will see a form where you can upload one or more images. Upload the images and click submit to view the predictions.