Two days after Serena Williams announced her retirement, Nike released the result of a year-long study that showcased her evolution as an athlete and allowed her to stay on top for over two decades.
By analysing all data and footage from official tournaments throughout Serena's career, we were able to use machine learning to model each era’s distinct style and behaviour, and create the most accurate virtualisation of an athlete’s style ever developed.
We used a technique adapted from Stanford University’s ‘vid2player’ system to animate these models, crafting a compelling new scenario where two versions of Serena played against each other.
Finally, we generated over 130,000 games to assess how each Serena would perform against the other, developing a rich database of statistics and player insights that gave us a novel view into how her game evolved throughout her storied career.