Hello everyone! 📢 I'd like to share my latest open-source project with you—a comprehensive Full-stack On-Premises MLOps Ecosystem designed specifically for Computer Vision. With '1 config, 1 command,' you can smoothly go from Jupyter Notebook to serving millions of users! 🚀
This project offers everything you need, from your favorite Jupyter development environment to production-level services. The best part? It's as simple as '1 config and 1 command' to transition from model development to deployment. 🚀
Of courses, how could I forget the best pipeline tool out there? I also use Prefect and set up a Prefect Worker for orchestrating the whole system.
What's more, it's all neatly containerized into a single Docker Compose file. Just run 'docker-compose up,' and you're good to go—no need for a cloud account, and it won't cost you a dime! 💰
For a detailed exploration, you can check out the demo video