Sökning: "Händelsedata"

Visar resultat 1 - 5 av 6 uppsatser innehållade ordet Händelsedata.

  1. 1. Feasibility of Mobile Phone-Based 2D Human Pose Estimation for Golf : An analysis of the golf swing focusing on selected joint angles

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Elisa Perini; [2023]
    Nyckelord :Golf; Human Pose Estimation; Sports Analytics; Computer Vision; Golf; Mänsklig Poseuppskattning; Sportanalys; Datorseende;

    Sammanfattning : Golf is a sport where the correct technical execution is important for performance and injury prevention. The existing feedback systems are often cumbersome and not readily available to recreational players. To address this issue, this thesis explores the potential of using 2D Human Pose Estimation as a mobile phone-based swing analysis tool. LÄS MER

  3. 2. 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

  4. 3. Recognition of Game Phases in Football by Using Team’s GNSS Tracking Data

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Sanna Talonen-Torstensson; [2022]
    Nyckelord :Football; GNSS; GPS; Event Data; Team Formation; Game Phases; Fotboll; GNSS; GPS; Händelsedata; Lag formation; Spelfaser;

    Sammanfattning : Positional tracking data is widely used in football for performance analysis. Many teams use GNSS integrated wearable devices to track physical metrics. However, utilizing GNSS data for tactical analysis is not common practice today. This thesis project aims to examine if GNSS data can be used in recognizing game phases in football. LÄS MER

  5. 4. Predictive Maintenance of Construction Equipment using Log Data : A Data- centric Approach

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

    Författare :Bazil Muzaffar Kotriwala; [2021]
    Nyckelord :Predictive Maintenance; Construction Equipment; Event Log; Sensor Log; Machine Learning; Imbalanced Data; Prediktivt underhåll; byggutrustning; händelselogg; sensorlogg; maskininlärning; obalanserade data;

    Sammanfattning : Construction equipment manufacturers want to reduce the downtime of their equipment by moving from the typical reactive maintenance to a predictive maintenance approach. They would like to define a method to predict the failure of the construction equipment ahead of time by leveraging the real- world data that is being logged by their vehicles. LÄS MER

  7. 5. Analys och utvärdering av fotbollsspelares passningsegenskaper : Kategorisering av lyckade passningar och identifiering av fotbollsspelares passningsegenskaper genom faktoranalys

    Kandidat-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Andreas Westroth; Simon Gebrenegus; [2021]
    Nyckelord :statistics; data analysis; factor analysis; football; soccer; association football; pass; passes; sports analytics; football analytics; categorization; statistik; dataanalys; faktoranalys; fotboll; pass; passningar; sportanalys; fotbollsanalys; kategorisering;

    Sammanfattning : Sports analytics is an area that is growing at a rapid rate. It can be described as the use of data and analytics to gain an advantage in sports. It can include scouting, recovery, tactics and so on. This thesis uses data about association football passes to analyse players passing attributes. LÄS MER