Enhancing Solar Panel Dust Detection with AI: Tackling Dataset Imbalance
At Sunlink, we understand that even small amounts of dust on photovoltaic (PV) modules can significantly reduce energy output. Accurate and timely detection of dust accumulation is therefore critical for optimizing cleaning schedules and maximizing the return on investment for solar installations. However, developing robust AI models for dust detection comes with a hidden challenge:
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