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Drone Footage Wind Turbine Surface Damage Detection

Ashley Foster

DOI
10.17023/0r57-na54
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    Length: 0:09:57
28 Jun 2022

In this work a new publicly available dataset of wind turbine surface damage images is presented. Moreover, a comparison between ResNet-101 Faster R-CNN and YOLOv5 for Wind Turbine Surface Damage Detection is analysed and performance of these models on drone footage with active turbines is also discussed.

Tags:
IVMSP 2022
June 2022
2022
IVMSP
IEEE IVMSP 2022
June 26
Nafplio

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