Sökning: "Datorteknik"

Visar resultat 1 - 5 av 254 uppsatser innehållade ordet Datorteknik.

  1. 1. Increasing Reproducibility Through Provenance, Transparency and Reusability in a Cloud-Native Application for Collaborative Machine Learning

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för datorteknik; Uppsala universitet/Avdelningen för datorteknik

    Författare :Adam Ekström Hagevall; Carl Wikström; [2021]
    Nyckelord :Machine Learning; MLOps; STACKn; Reproducibility; Replicability; Provenance; Transparency; Reusability; Kubernetes; Cloud-Native; Open Source; Software Engineering;

    Sammanfattning : The purpose of this thesis paper was to develop new features in the cloud-native and open-source machine learning platform STACKn, aiming to strengthen the platform's support for conducting reproducible machine learning experiments through provenance, transparency and reusability. Adhering to the definition of reproducibility as the ability of independent researchers to exactly duplicate scientific results with the same material as in the original experiment, two concepts were explored as alternatives for this specific goal: 1) Increased support for standardized textual documentation of machine learning models and their corresponding datasets; and 2) Increased support for provenance to track the lineage of machine learning models by making code, data and metadata readily available and stored for future reference. LÄS MER

  2. 2. Reuse and Verification of Test Equipment for ISO 7637

    Kandidat-uppsats, Linköpings universitet/Datorteknik

    Författare :Jonatan Gezelius; [2021]
    Nyckelord :test equipment; standardization; ISO standard; ISO 7637; ISO 16750; attenuator design; testutrustning; standardisering; ISO standard; ISO 7637; ISO 16750;

    Sammanfattning : Standards exist to unify requirements and to make it possible to make sure that equipment is tested in the same way, even when several different test labs perform the test. But as new technology comes to market, and old technology evolves, so must the standards. LÄS MER

  3. 3. Joystick Radar Control : Implementing joystick control of a radar rig using single board micro-controllers by emulating generic mouse and keyboard commands

    Kandidat-uppsats, Linköpings universitet/Datorteknik

    Författare :Christopher Gustafsson; [2021]
    Nyckelord :single board micro-controllers; joystick; USB; Universal Serial Bus; SPI; Serial Peripheral Interface; Arduino;

    Sammanfattning : The Swedish Defence Materiel Administration provides tests and evaluations of military Aircrafts and their systems as well as provide services in connection with military exercises. Testing aircraft against a radar antenna and training crews with this radar is part of that offering. LÄS MER

  4. 4. Artificial Intelligence in Agriculture : Opportunities and Challenges

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för datorteknik; Uppsala universitet/Avdelningen för datorteknik

    Författare :Carl Johan Casten Carlberg; Elsa Jerhamre; [2021]
    Nyckelord :artificial intelligence; ai; agriculture; smart farming; precision farming; precision livestock farming; artificiell intelligens; ai; jordbruk; smart jordbruk; precisionsodling;

    Sammanfattning : Artificial Intelligence (AI) is increasingly used in different parts of society for providing decision support in various activities. The agricultural sector is anticipated to benefit from an increased usage of AI and smart devices, a concept called smart farming technologies. LÄS MER

  5. 5. Object detection for a robotic lawn mower with neural network trained on automatically collected data

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Datorteknik

    Författare :Henrik Sparr; [2021]
    Nyckelord :Robotic lawn mower; Computer Vision; CNN; Machine Learning; Neural Network; Depthwise Separable Convolution; Hierarchical Group Convolution;

    Sammanfattning : Machine vision is hot research topic with findings being published at a high pace and more and more companies currently developing automated vehicles. Robotic lawn mowers are also increasing in popularity but most mowers still use relatively simple methods for cutting the lawn. LÄS MER