Accurate and generalizable photovoltaic panel segmentation using deep learning for imbalanced datasets
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DOI: 10.1016/j.renene.2023.119471
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- Bouaziz, Mohamed Chahine & El Koundi, Mourad & Ennine, Ghaleb, 2024. "High-resolution solar panel detection in Sfax, Tunisia: A UNet-Based approach," Renewable Energy, Elsevier, vol. 235(C).
- Li, Guanglei & Wang, Guohao & Luo, Tengqi & Hu, Yuxiao & Wu, Shouyuan & Gong, Guanghui & Song, Chenchen & Guo, Zhiling & Liu, Zhengguang, 2024. "SolarSAM: Building-scale photovoltaic potential assessment based on Segment Anything Model (SAM) and remote sensing for emerging city," Renewable Energy, Elsevier, vol. 237(PA).
- Tan, Hongjun & Guo, Zhiling & Lin, Zhengyuan & Chen, Yuntian & Huang, Dou & Yuan, Wei & Zhang, Haoran & Yan, Jinyue, 2024. "General generative AI-based image augmentation method for robust rooftop PV segmentation," Applied Energy, Elsevier, vol. 368(C).
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Keywords
Renewable energy; Photovoltaics; Semantic segmentation; Generalization capability; Remote sensing; Deep learning;All these keywords.
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