Overview
Learn how to deploy a Streamlit machine learning web application on Hugging Face Spaces using GitHub Actions in this comprehensive tutorial. Discover the process of setting up a workflow to automatically deploy Streamlit code from GitHub to Hugging Face Spaces. Explore the use of GitHub.dev for code editing and GitHub Actions for continuous integration and deployment. Follow along to create an Image to Text application, with links provided to the hosted app, GitHub code repository, and relevant documentation. Gain insights into using Streamlit for ML web app development, Hugging Face Spaces as a deployment platform, and GitHub's powerful development tools.
Syllabus
Streamlit ML Web App Deploy on Hugging Face Spaces with Github Actions Tutorial
Taught by
1littlecoder