SF Video Tech: Watching Twitch Live Stream Scores with TensorFlow
Earlier this year, Demuxed held their SF Video Tech event in our SoMa Clubhouse. The event featured an exciting talk and near-perfect live demo from Mux’s Nick Chadwick. If you’d like to attend the next event in person, RSVP here.
At the end of last year, Mixer, a Twitch competitor, introduced a new feature: Hypezone. Hypezone is a channel that always broadcasts the Player Unknown’s Battlegrounds stream closest to winning, and has consistently been one of the most watched channels on Mixer. Inspired by the technical challenge, Nick built a simple version of Hypezone (Hypebot3000) that does the same thing for Twitch streams.
In this talk, Nick outlines how he approached solving this problem, from efficiently watching twitch streams and struggling with OCR, to finally creating a working version using TensorFlow. He goes over the basics of screen capturing live streams, pre-processing them, and implementing a simple TensorFlow model to extract the current game score. And he does it all live!
Interested in joining Heavybit? Our program is the only one of its kind to focus solely on taking developer products to market. Need help with developer traction, product market fit, and customer development? Apply today and start learning from world-class experts.
Subscribe to Heavybit Updates
You don’t have to build on your own. We help you stay ahead with the hottest resources, latest product updates, and top job opportunities from the community. Don’t miss out—subscribe now.
Content from the Library
Regulation & Copyrights: Do They Work for AI & Open Source?
Emerging Questions in Global Regulation for AI and Open Source The 46th President of the United States issued an executive order...
How to Properly Scope and Evolve Data Pipelines
For Data Pipelines, Planning Matters. So Does Evolution. A data pipeline is a set of processes that extracts, transforms, and...
The Role of Synthetic Data in AI/ML Programs in Software
Why Synthetic Data Matters for Software Running AI in production requires a great deal of data to feed to models. Reddit is now...