Soft-masks guided faster region-based convolutional neural network for domain adaptation in wind turbine detection

Soft-masks guided faster region-based convolutional neural network for domain adaptation in wind turbine detection

Wind turbine generator system plays a fundamental role in electricity generation in industry 4.0, and wind turbines are usually distributed separately and in poor locations. Unmanned Aerial Vehicles (UAV) which could overcome the above challenges are deployed to collect photographs of wind turbines,...

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Bibliographic Details
Main Authors: Yang Xu, Xiong Luo, Manman Yuan, Bohao Huang, Jordan M. Malof
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Energy Research
Subjects:
soft-masks
faster region-based convolutional neural network (Faster R-CNN)
wind turbine detection
synthetic data
domain adaptation (DA)
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.1083005/full

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https://www.frontiersin.org/articles/10.3389/fenrg.2022.1083005/full

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