Fine tuning of YOLOv3 training for object detection in images recorded by a UAV

Fine tuning of YOLOv3 training for object detection in images recorded by a UAV

This thesis focuses on optimizing training of the YOLOv3 (You Only Look Once) model for object detection using UAV (Unmanned Aerial Vehicle)-captured imagery. It showcases the importance of hyperparameter selection in training effectiveness. Specifically, through extensive analysis, we identified im...

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Bibliographic Details
Main Authors: Tsiflitzi, Anna, Τσιφλιτζή, Άννα
Other Authors: Dounias, Georgios
Language:English
Published: 2025
Subjects:
Machine learning
Artificial intelligence
Computer vision
Object detection
YOLO algorithm
YOLOv3
Statistics
UAV
Logistics
Artificial Intelligence
Online Access:https://hdl.handle.net/11610/27081
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https://hdl.handle.net/11610/27081

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