The use of Computer Vision in the sports industry is a very new, yet rapidly growing field. One very prevalent application of computer vision algorithms is to gather sports analytics to improve a team's performance. As a team sport, basketball relies heavily on strategy. For this reason coaches need to gather and analyse information and statistics on both their own team and their opponents. This process can be both long and challenging when executed manually. This thesis work takes part inside a larger project carried out by ESTECO SpA, which aims to aid the coaches in analysing the games through the use of different technologies.