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Showing result 1 - 5 of 25 essays matching the above criteria.

  1. 1. Club Head Tracking : Visualizing the Golf Swing with Machine Learning

    University essay from Uppsala universitet/Signaler och system

    Author : Fredrik Herbai; [2023]
    Keywords : Golf; Machine learning; Neural network; XGBoost; Interpolation; Deep learning; Data collection; Data augmentation;

    Abstract : During the broadcast of a golf tournament, a way to show the audience what a player's swing looks like would be to draw a trace following the movement of the club head. A computer vision model can be trained to identify the position of the club head in an image, but due to the high speed at which professional players swing their clubs coupled with the low frame rate of a typical broadcast camera, the club head is not discernible whatsoever in most frames. READ MORE

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

    University essay from KTH/Medicinteknik och hälsosystem

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

    Abstract : 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. READ MORE

  4. 3. Caddie Stalker : Simple automatic tracking and follow golf cart with Matlab smartphone Arduino integration using GPS

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Noak Håkanson; Pontus Wehlin; [2023]
    Keywords : ;

    Abstract : This bachelor thesis will explore a possible solution for making self propelled golf cart with a tracking and positioning system using GPS. The proposed solution involves using two smartphones, one on the golf player and the second one on the cart. READ MORE

  5. 4. Generating synthetic golf courses with deep learning : Investigation into the uses and limitations of generative deep learning

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

    Author : Carl Lundqvist; [2022]
    Keywords : Generative adverserial networks; generative models; golf; terrain generation; GAN; Generativa adversiella nätverk; generativa modeller; golf; genererad terräng; GAN;

    Abstract : The power of generative deep learning has increased very quickly in the past ten years and modern models are now able to generate human faces that are indistinguishable from real ones. This thesis project will investigate the uses and limitations of this technology by attempting to generate very specific data, images of golf holes. READ MORE

  6. 5. Anomaly detection of the tracking performance of a Toptracer range installation : Exploration of various methods

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Mathilde Abolgassemi; [2022]
    Keywords : ;

    Abstract : This thesis work examines anomaly detection methods on data sets related to sports, more especially related to the game of golf. This thesis aims to detect sensor malfunction on a TopTracer range installation. Different methods and modeling frameworks are examined. READ MORE