Essays about: "football shots"
Found 3 essays containing the words football shots.
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1. Statistical Learning of Key Performance Indicators for Swedish Football
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : Football is the indisputable most popular sport globally, and the central question within this game is how to become the winning outcoming part. A possible approach to answer this question is to utilise data and its information for analysis and provide keyperformance indicators that distinguish the successful from the unsuccessful teams. READ MORE
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2. Applying Machine Learning Methods to Predict the Outcome of Shots in Football
University essay from Uppsala universitet/Avdelningen för systemteknikAbstract : The thesis investigates a publicly available dataset which covers morethan three million events in football matches. The aim of the study isto train machine learning models capable of modeling the relationshipbetween a shot event and its outcome. That is, to predict if a footballshot will result in a goal or not. READ MORE
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3. Football Shot Detection using Convolutional Neural Networks
University essay from Linköpings universitet/Institutionen för medicinsk teknikAbstract : In this thesis, three different neural network architectures are investigated to detect the action of a shot within a football game using video data. The first architecture uses con- ventional convolution and pooling layers as feature extraction. It acts as a baseline and gives insight into the challenges faced during shot detection. READ MORE