Essays about: "Emmeleia Panagiota Mastoropoulou"

Found 1 essay containing the words Emmeleia Panagiota Mastoropoulou.

  1. 1. Enhancing Deep Active Learning Using Selective Self-Training For Image Classification

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

    Author : Emmeleia Panagiota Mastoropoulou; [2019]
    Keywords : Semi-supervised learning; Active learning; Image classification; Deep learning; Transfer learning; Uncertainty sampling; Forgetting Event; Semi-övervakad inlärning; Aktivt lärande; Bildklassificering; Djup lärning; Överför lärande; Osäkerhet provtagning; Glömmer händelse;

    Abstract : A high quality and large scale training data-set is an important guarantee to teach an ideal classifier for image classification. Manually constructing a training data- set  with  appropriate  labels  is  an  expensive  and  time  consuming  task. READ MORE