Gianni is a Microsoft Windows Development MVP since 2011, focused on emerging technologies, AI and Virtual/Augmented/Mixed realities since 2013. Currently he is involved in Deltatre Innovation Lab, designing and prototyping solutions for next generation sport experiences and business services. Beyond that, he's active member of a local tech user group (TTG) and online trainer for Pluralsight.Back to speakers list
Predicting sports actions using Deep Learning at scale
In this session we'll have a look at the joined project between Deltatre and Microsoft, to build a deep learning solution for automatic detection of soccer actions, for example when players shot on the goal. We'll see how to exploit and combine multiple computer vision and deep learning techniques to productionize this pipeline at cloud scale, using Microsoft Azure platform and open-source frameworks, such as PyTorch, Tensorflow and OpenCV.