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Showing result 1 - 5 of 12 essays matching the above criteria.

  1. 1. Monocular 3D Human Pose Estimation

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

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

    Abstract : 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. READ MORE

  3. 2. Evaluating the Performance of Android and Web Applications for the 2048 Game : Using Firebase

    University essay from Blekinge Tekniska Högskola

    Author : Om Tejaswini Kokatam; Pavithra Reddy Pulimi; [2023]
    Keywords : Web application; Android application; Firebase; Unity; Test lab; Performance;

    Abstract : Background: In the rapidly evolving field of game development, the demand for diverse platform support is increasingly significant. This thesis explores the creation of a Unity-based game compatible with both Web and Android platforms, addressing the rising need for cross-platform gaming experiences. READ MORE

  4. 3. Towards a Data-Driven Football Playbook

    University essay from KTH/Medicinteknik och hälsosystem

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

    Abstract : 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. READ MORE

  5. 4. Player Activity Sequence Analysis Using Process Mining : Player churn prediction and Abnormal player sequences detection using process mining on the data from a live game

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Varun Goud Maragoni; [2022]
    Keywords : Process mining; Sequence analysis; Churn prediction; Game analytics;

    Abstract : Background: Game analytics is a field that aims to analyze games and help in the enhancement of game development. Data mining is a prominent technique for game analytics. Recent advances in the field of process mining have motivated users to apply process mining to real-world scenarios in order to derive process-oriented insights. READ MORE

  6. 5. Not All Goals Are Created Equal : Evaluating Hockey Players in the NHL Using Q-Learning with a Contextual Reward Function

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Jon Vik; [2021]
    Keywords : Sports Analytics; Markov Game; Machine Learning; Reinforcement Learning; Q-Learning; Data Mining; National Hockey League; Ice Hockey; Reward Function; Player Evaluation;

    Abstract : Not all goals in the game of ice hockey are created equal: some goals increase the chances of winning more than others. This thesis investigates the result of constructing and using a reward function that takes this fact into consideration, instead of the common binary reward function. READ MORE