Mask Detector with FastAI and Streamlit Sharing

Mask Detector with FastAI and Streamlit Sharing

Mask Detector with FastAI and Streamlit Sharing. I want to use this post to highlight how easy it was to deploy an accurate Deep Learning Web Application. FastAI recommends using Binder, but I found this to be very slow compared to Streamlit.

I want to use this post to highlight how easy it was to deploy an accurate deep learning web application. After starting the FastAI course recently, I’ve learned the basics of image processing and managed to build an app with one of the models. FastAI recommends using Binder, but I found this to be very slow compared to Streamlit.

I trained the model in a Colab notebook where I can use a GPU; then exported it to Streamlit. All the code is available in this repository, complete with example notebooks. The Streamlit dashboard is here.

streamlit fastai python deep-learning data-science

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