no code implementations • 13 Feb 2023 • Agapi Davradou
The segmentation task is tackled by a modified U-Net model applied on cropped data, as well as by using a morphological active contours algorithm.
no code implementations • 20 Sep 2022 • Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Diabetic foot ulcers (DFUs) constitute a serious complication for people with diabetes.
1 code implementation • 24 May 2022 • Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
In this work, the YOLOv5 algorithm is employed, in order to find a solution for the efficient and fast detection of traffic cones.