Essays about: "offside detection"

Found 2 essays containing the words offside detection.

1. 1. Deep learning based ball detector

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Max Holmberg; [2021]
   Keywords : Football Detection; Computer Vision; Deep Learning; Machine Learning; Fotbollsdetektering; Datorseende; Djupinlärning; Maskininlärning;

   Abstract : Sports analysis that traditional computer vision techniques have long dominated is today getting replaced with more advanced machine learning models. To provide analysis in sports, tracking methods have to be fast and reliable, both for ease of use and for broadcasting systems to deliver data to customers quickly. READ MORE

3. 2. Detecting Offside Position using 3D Reconstruction

   University essay from Lunds universitet/Matematik LTH

   Author : Axel Delbom; [2020]
   Keywords : Deep learning; football; offside detection; Mathematics and Statistics;

   Abstract : With the increased number of technical innovations in soccer and the progress in the field of AI, this thesis investigates the possibilities to detect if a player is in offside position using deep learning and video recordings from soccer games. A method to create a 3D reconstruction of the players in the scene is proposed and evaluated. READ MORE