Essays about: "Marcus Norrman"

Found 1 essay containing the words Marcus Norrman.

  1. 1. Using Mask R-CNN for Instance Segmentation of Eyeglass Lenses

    University essay from KTH/Matematisk statistik

    Author : Marcus Norrman; Saad Shihab; [2021]
    Keywords : Machine Learning; Computer Vision; Instance Segmentation; Mask R-CNN; CNN; Convolutional Neural Networks; Transfer Learning; Maskininlärning; Datorseende; Instanssegmentering; Mask R-CNN; CNN; Konvolutionella neurala nätverk; Överföringsinlärning;

    Abstract : This thesis investigates the performance of Mask R-CNN when utilizing transfer learning on a small dataset. The aim was to instance segment eyeglass lenses as accurately as possible from self-portrait images. Five different models were trained, where the key difference was the types of eyeglasses the models were trained on. READ MORE