Essays about: "transformatormodell"

Found 4 essays containing the word transformatormodell.

  1. 1. Instance Segmentation for Printed Circuit Board (PCB) Component Analysis : Exploring CNNs and Transformers for Component Detection on Printed Circuit Boards

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

    Author : Oliver Möller; [2023]
    Keywords : Deep Learning; Computer Vision; Image Processing; Object Detection; Instance Segmentation; Printed Circuit Board PCB ; Djupinlärning; Datorseende; Bildbehandling; Objektdetektering; Instanssegmentering; Tryckt kretskort;

    Abstract : In the intricate domain of Printed Circuit Boards (PCBs), object detection poses unique challenges, particularly given the broad size spectrum of components, ranging from a mere 2 pixels to several thousand pixels within a single high-resolution image, often averaging 4000x3000 pixels. Such resolutions are atypical in the realm of deep learning for computer vision, making the task even more demanding. READ MORE

  3. 2. Extending a Text Classifier to Multiple Languages

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

    Author : Albin Byström; [2021]
    Keywords : Natural language processing; Multilingual; Transformer; Word embeddings; Text classification; Språkteknologi; Flerspråkig; Transformator; Ordinbäddningar; Textklassificering;

    Abstract : This thesis explores the possibility to extend monolingual and bilingual text classifiers to multiple languages. Two different language models are explored, language aligned word embeddings and a transformer model. The goal was to take a classifier based on Swedish and English samples and extend it to Danish, German, and Finnish samples. READ MORE

  4. 3. Exploring the Usage of Neural Networks for Repairing Static Analysis Warnings

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

    Author : Vincent Paul Lohse; [2021]
    Keywords : Automatic Program Repair; Neural Machine Translation; Static Analysis; Transformer Model; Formatting; Automatisk programreparation; neural maskinöversättning; statisk analys; transformatormodell; formatering;

    Abstract : C# provides static analysis libraries for template-based code analysis and code fixing. These libraries have been used by the open-source community to generate numerous NuGet packages for different use-cases. READ MORE

  5. 4. Impact of transformer core size on the reactive power requirement of power transformers due to GIC

    University essay from KTH/Elektroteknisk teori och konstruktion

    Author : Claudia Bergsåker; [2014]
    Keywords : ;

    Abstract : Geomagnetically induced currents (GIC) are a natural phenomenon which arises due to solar storms. During a solar storm, large amounts of magnetized plasma are ejected from the surface of the sun. When this plasma reaches earth, it causes fluctuations in the geomagnetic field. READ MORE