Sökning: "david masko"

Hittade 2 uppsatser innehållade orden david masko.

  1. 1. Calibration in Eye Tracking Using Transfer Learning

    Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :David Masko; [2017]
    Nyckelord :Eye Tracking; Deep Learning; Transfer Learning; Convolutional Neural Networks; Supervised Learning;

    Sammanfattning : This thesis empirically studies transfer learning as a calibration framework for Convolutional Neural Network (CNN) based appearance-based gaze estimation models. A dataset of approximately 1,900,000 eyestripe images distributed over 1682 subjects is used to train and evaluate several gaze estimation models. LÄS MER

  3. 2. The Impact of Imbalanced Training Data for Convolutional Neural Networks

    Kandidat-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :David Masko; Paulina Hensman; [2015]
    Nyckelord :;

    Sammanfattning : This thesis empirically studies the impact of imbalanced training data on Convolutional Neural Network (CNN) performance in image classification. Images from the CIFAR-10 dataset, a set containing 60 000 images of 10 different classes, are used to create training sets with different distributions between the classes. LÄS MER