Bend it like Beckham using computer vision

Can data science actually teach you how to bend it like Beckham? In this session, I break down how I transformed the subjective art of the free kick into a measurable science. I’ll walk you through the end-to-end pipeline: from using Computer Vision to track ball trajectory and body mechanics, to applying Machine Learning algorithms that identify the "sweet spot" variables for dip and swerve. We’ll explore how I used Data Science to analyze thousands of data points on launch angles, foot-to-ball contact, and velocity to iteratively improve my technique. Whether you’re a sports fan, a data nerd, or both, you’ll see how predictive modeling and biomechanical analysis can turn raw practice into a high-performance feedback loop.