Effects of annotation quality on model performance
author
Alhazmi, Khaled
Alsumari, Walaa
Seppo, Indrek
Podkuiko, Lara
Simon, Martin
statement of authorship
Khaled Alhazmi, Walaa Alsumari, Riyadh, Indrek Seppo, Lara Podkuiko, Martin Simon
source
2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 13-16 April 2021
publisher
IEEE
year of publication
2021
pages
p. 063–067
conference location
Jeju Island, South Korea
url
https://doi.org/10.1109/ICAIIC51459.2021.9415271
subject term
tehisõpe
raalnägemine
tehisintellekt
märgituvastus
andmekogud
videod
keyword
machine learning (ML)
supervised learning data
training data
computer vision
custom dataset
object detection
annotation quality
ISBN
978-1-7281-7638-3
notes
Bibliogr.: 7 ref
scientific publication
teaduspublikatsioon
classifier
3.1
TalTech department
tarkvarateaduse instituut
language
inglise
Reserch Group
High-assurance software laboratory