Super Data Science: ML & AI Podcast with Jon Krohn cover image

685: Tools for Building Real-Time Machine Learning Applications, with Richmond Alake

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Virtualizing Personal Training Experience with Real-time Machine Learning

The chapter explores the virtualization of personal training through the creation of an app called mini PT that provides real-time form correction, post-workout assessments, and personalized tips for users based on workout sessions. It delves into the tech stack for mobile development using Swift, integrating machine learning models like Apple's Vision Framework and Google's ML Kit Pose Estimation, and utilizing Firebase for real-time querying. The discussion also touches on the development of Open Speech, a tool that automates content creation from podcast audio using generative AI, with a focus on data privacy and anonymization.

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