Essays about: "Tölvusjón"

Found 1 essay containing the word Tölvusjón.

  1. 1. Real-time uncertainty estimation for deep learning

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

    Author : Árni Dagur Guðmundsson; [2023]
    Keywords : Machine Learning; Deep Learning; Uncertainty Estimation; Evidential Deep Learning; Computer Vision; Maskininlärning; Djupinlärning; Osäkerhetsuppskattning; Evidential Deep Learning; Datorseende; Vélnám; Djúptauganet; Óvissumat; Evidential Deep Learning; Tölvusjón;

    Abstract : Modern deep neural networks do not produce well calibrated estimates of their own uncertainty, unless specific uncertainty estimation techniques are applied. Common uncertainty estimation techniques such as Deep Ensembles and Monte Carlo Dropout necessitate multiple forward pass evaluations for each input sample, making them too slow for real-time use. READ MORE