Sökning: "Lovisa Byman"

Hittade 1 uppsats innehållade orden Lovisa Byman.

  1. 1. Generation of Synthetic Traffic Sign Images using Diffusion Models

    Master-uppsats, Linköpings universitet/Datorseende

    Författare :Johanna Carlson; Lovisa Byman; [2023]
    Nyckelord :Machine Learning; Computer Vision; Diffusion Models; Traffic Sign Recognition; Traffic Sign Classification; Synthetic Data; Maskininlärning; Datorseende; Diffusionsmodeller; Trafikskyltsigenkänning; Trafikskyltsklassificering; Syntetisk data;

    Sammanfattning : In the area of Traffic Sign Recognition (TSR), deep learning models are trained to detect and classify images of traffic signs. The amount of data available to train these models is often limited, and collecting more data is time-consuming and expensive. LÄS MER