Sökning: "football analytics"

Visar resultat 1 - 5 av 10 uppsatser innehållade orden football analytics.

  1. 1. Monocular 3D Human Pose Estimation

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Robert Rey; [2023]
    Nyckelord :3D Human Pose Estimation; Monocular Images; Deep Learning; Artificial Neural Networks; 3D Människokroppspositionsuppskattning; Monokulära bilder; Djupinlärning; Konstgjorda neurala nätverk;

    Sammanfattning : The focus of this work is the task of 3D human pose estimation, more specifically by making use of key points located in single monocular images in order to estimate the location of human body joints in a 3D space. It was done in association with Tracab, a company based in Stockholm, who specialises in advanced sports tracking and analytics solutions. LÄS MER

  3. 2. Identifying Optimal Throw-in Strategy in Football Using Logistic Regression

    Master-uppsats, KTH/Matematisk statistik

    Författare :Stephan Nieto; [2023]
    Nyckelord :Set-piece; throw-in; football analytics; optimal strategy; logistic regression; model assumptions; feature importance; feature transformations; gradient boosting; Fasta situationer; inkast; fotbollsanalys; optimal strategi; logistisk regression; modellantaganden; variabelvikt; variabeltransformationer; gradient boosting;

    Sammanfattning : Set-pieces such as free-kicks and corners have been thoroughly examined in studies related to football analytics in recent years. However, little focus has been put on the most frequently occurring set-piece: the throw-in. LÄS MER

  4. 3. Towards a Data-Driven Football Playbook

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Ágúst Pálmason Morthens; [2023]
    Nyckelord :Football analytics; Event data; Tracking data; Phases of play; Comprehensible features; Fotbollsanalys; Händelsedata; Spårningsdata; Spelfaser; Begripliga variabler;

    Sammanfattning : At a competitive level, football teams often have multiple matches per week. Thus, time can be a limited resource for match analysts tasked with analysing the performance of their team and its opponents. Increased availability of data in the field offers possibilities to automate processes to save time. LÄS MER

  5. 4. Statistical Analysis of Organized Attacks in Football

    Master-uppsats, Lunds universitet/Matematisk statistik

    Författare :Håkan Wahlström; [2022]
    Nyckelord :Football; linear regression; logistic regression; data analytics; ajax; Mathematics and Statistics;

    Sammanfattning : This report investigates what defensive and attacking strategies are most efficient in an organized attack situation in football. Defensive shape, defending player synchronizations, number of passes, types of passes and other variables are tested to see which methods statistically generate more and better goal scoring opportunities. LÄS MER

  7. 5. Avatar Playing Style : From analysis of football data to recognizable playing styles

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för systemteknik

    Författare :Jakob Edberger Persson; Emil Danielsson; [2022]
    Nyckelord :data; football analytics; ai; ml; football; sports; pca; clustering; python; sports analytics; data analytics; soccer analytics; playing style; data analysis;

    Sammanfattning : Football analytics is a rapid growing area which utilizes conventional data analysis and computational methods on gathered data from football matches. The results emerging out of this can give insights of performance levels when it comes to individual football players, different teams and clubs. LÄS MER