I want to create a web app for deep learning model. It seems that model always re-initiailze if making a prediction, taking much more time. How can I initialize the model once?

Hi @Givan :wave: That’s a great question! The short answer: caching. I would suggest decorating the function that loads your model with @st.experimental_singleton . This will ensure that your model is cached after the first call to load the model, and will prevent your app from loading the same mod…

Deploy a deep learning model as a web app

Using Streamlit

Givan June 8, 2022, 12:30pm 3

Great! Help me a lot.
I love streamlit.

1 Like

How can I make a Deep learning model web server like this

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Deploy a deep learning model as a web app

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