In this repository you can find the slides for Predicting sports actions using Deep Learning at scale session, presented at Codemotion Online Tech Conference 2020 (Italian edition) on November 26th, 2020.
Abstract:
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.
Speakers:
- Gianni Rosa Gallina (Deltatre)
- Elena Terenzi (Microsoft)
You can find sample code and exploration notebooks in this Github repository: Action recognition in sports (soccer, shots).
Copyright (C) 2019-2020 Deltatre, Microsoft Corporation.
Licensed under CC BY-NC-SA 4.0.