Web App Development Made Simple with Streamlit

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Deploying and Managing Complex Libraries on Streamlit Share

Let’s continue our exploration of deployment on Streamlit Share, a service provided by the Streamlit framework that allows users to deploy their web applications, implemented with Streamlit, to the cloud with just a few clicks. This time, we have to pack up the Covid-19 Detection Tool app and try to deploy it. Many heavy libraries will be involved here, so this time, the task is a little bit more complex.

When we deal with heavy files, the deployment task becomes more difficult because GitHub has some limitations regarding file size; in fact, it is not possible to directly upload files with a size over 25 MB. In the case of our Covid-19 Detection Tool app, unfortunately, the file ...