no code implementations • 4 Mar 2024 • Bedrettin Cetinkaya, Sinan Kalkan, Emre Akbas
Detecting edges in images suffers from the problems of (P1) heavy imbalance between positive and negative classes as well as (P2) label uncertainty owing to disagreement between different annotators.
no code implementations • 29 Jul 2023 • Bedrettin Cetinkaya, Yucel Cimtay, Fatma Nazli Gunay, Gokce Nur Yilmaz
However, there is a lack of controlled multi-level hazy dataset in the literature.
no code implementations • 13 Apr 2022 • Bedrettin Cetinkaya, Sinan Kalkan, Emre Akbas
Ground-truth depth, when combined with color data, helps improve object detection accuracy over baseline models that only use color.