Sökning: "Antonio Matosevic"

Hittade 2 uppsatser innehållade orden Antonio Matosevic.

1. 1. Batch Active Learning for Deep Object Detection in Videos

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Antonio Matosevic; [2021]
   Nyckelord :;

   Sammanfattning : Relatively recent progress in object detection can mainly be attributed to the success of deep neural networks. However, training such models requires large amounts of annotated data. This poses a two-fold problem, namely obtaining labelled data is a time-consuming process, and training models on many instances is computationally costly. LÄS MER

3. 2. On Bayesian optimization and its application to hyperparameter tuning

   Kandidat-uppsats, Linnéuniversitetet/Institutionen för matematik (MA)

   Författare :Antonio Matosevic; [2018]
   Nyckelord :Optimization; Bayesian statistics; Hyperparameter tuning; Machine learning;

   Sammanfattning : This thesis introduces the concept of Bayesian optimization, primarly used in optimizing costly black-box functions. Besides theoretical treatment of the topic, the focus of the thesis is on two numerical experiments. LÄS MER