Sports video analysis in the real world: Realtime tennis action recognition using Movinet stream

This article from is written by Timo martens

This summer I did an internship of six weeks at ML6 on temporal action localization (TAL) for tennis videos. The main goal was to learn more about TAL and evaluate its current state with respect to industry applicability. It has definitely been a stimulating experience and I will gladly share some of my most interesting learnings. In the first part, I will briefly explain the application domain. Next I will discuss the three main strategies used in research to perform TAL benchmarks. Lastly, I’ll take a closer look at the Movinet model family and finetune a Movinet stream model.

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