SEPDD is a self-evolving defect detection framework for PV modules that achieves 91.4% mAP50 on public data and 49.5% on private data, outperforming autonomous baselines and human experts.
Three decades, three climates: environ- mental and material impacts on the long-term reliability of photovoltaic modules
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A Self-Evolving Defect Detection Framework for Industrial Photovoltaic Systems
SEPDD is a self-evolving defect detection framework for PV modules that achieves 91.4% mAP50 on public data and 49.5% on private data, outperforming autonomous baselines and human experts.