DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels

10 Oct 2017Sachin MehtaAmar P. AzadSaneem A. ChemmengathVikas RaykarShivkumar Kalyanaraman

The impact of soiling on solar panels is an important and well-studied problem in renewable energy sector. In this paper, we present the first convolutional neural network (CNN) based approach for solar panel soiling and defect analysis... (read more)

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