Badr Abdelqader, Mohammad2022-09-072022-09-072022Faculty Of Computer Science Graduation Project 2020 - 2022http://repository.msa.edu.eg/xmlui/handle/123456789/5174Football is the most viewed sport in the world. Many visually and hearing impaired individuals deserve to keep up with matches like normal people, so a players classification model has been implemented to classify players and referees. As well as a ball detection model that would help to detect the ball positions on the field in addition to an action recognition algorithm that would help to get the current state of the ball in order to perform a simulation for the players and ball movement on a 2D pitch using perspective transformation. 9enuniversity of modern sciences and artsMSA universityOctober university for modern sciences and artsجامعة أكتوبر للعلوم الحديثة و الأدابMachine LearningDeep LearningSystem RunningOther