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Showing result 1 - 5 of 37 essays matching the above criteria.

  1. 1. Automatic Detection of Structural Deformations in Batteries from Imaging data using Machine Learning : Exploring the potential of different approaches for efficient structural deformation detection

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

    Author : Maira Khan; [2023]
    Keywords : CT scan; electrode peaks; jelly roll; keypoints; structural deformation; traditional computer vision; deep neural network; CT-skanning; elektrodtoppar; gelérulle; nyckelpunkter; strukturell deformation; Traditionellt datorseende; djupt neuralt nätverk;

    Abstract : The increasing occurrence of structural deformations in the electrodes of the jelly roll has raised quality concerns during battery manufacturing, emphasizing the need to detect them automatically with the advanced techniques. This thesis aims to explore and provide two models based on traditional computer vision (CV) and deep neural network (DNN) techniques using computed tomography (CT) scan images of jelly rolls to ensure that the product is of high quality. READ MORE

  3. 2. Develop a Graphical User Interface for the assembler for SiLago Platform

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

    Author : Yuxuan Wang; [2023]
    Keywords : Graphic intermediate representation; Graphical analytic system; High-level synthesis tool; Grafisk mellanrepresentationen; Grafiskt analytiskt system; Högnivå syntes verktyg;

    Abstract : Vesyla-II is developed as the High-Level Synthesis (HLS) tool serving the SiLago platform. The assembler Manas is a part of the Coarse Grain Reconfigurable Architectures (CGRA) compiler in Vesyla-II, which is used to transform the information from source code into the target language. READ MORE

  4. 3. A Graphical User Interface For The Hanabi Challenge Benchmark

    University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

    Author : Van Hoa Nguyen; [2021]
    Keywords : Hanabi; GUI; HCI; Theory of Mind; Artificial Intelligence; Cooperative; Multi-Agent; Hanabi; GUI; HCI; Theory of Mind; Artificiell Intelligens; Kooperativ; Multi-Agent;

    Abstract : Denna rapport beskriver utvecklingen av ett grafiskt gränssnitt för utvärderingsverktygetHanabi Challenge Benchmark. Utvärderingsverktyget grundar sig på det populärakortspelet Hanabi och presenterar sig själv som en ny riktlinje för forskningav artificiell intelligens med fokus på multi-agentbaserade kooperativa utmaningar. READ MORE

  5. 4. An application that creates loops out of audio recordings

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Jinwoo Yu; [2021]
    Keywords : ;

    Abstract : En applikation för mobila enheter skapades för en målgrupp som bestod av barn i åldern 6–10 år. Applikationen ingick som en del av en större applikation som hette Clappen, som bestod av flera mindre applikationer. READ MORE

  6. 5. Software Platform for Design and Management of Real-time Data from Microneedle-based Wearable Sensors : A front-end (iOS) and a server-side (Node.js) implementation for an IoT system

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

    Author : Arasp Keighobad; Faruk Bugra Demirel; [2021]
    Keywords : Microneedle-based sensors; IoT; REST; MVVM; Mikronålsbaserade kliniska sensorer; IoT; REST; MVVM;

    Abstract : Wearable Microneedle (MN)-based sensors have been developed in a joint collaboration between KTH and KI in order to potentially replace invasive clinical tests such as arterial blood gas measurement. For research purposes, an IoT software platform is needed for convenient real- time observation/calibration of raw data, and observation of calibrated concentrations. READ MORE