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Feb, 2024
太阳能面板分割：自监督学习在不完美数据集上的应用
SolarPanel Segmentation :Self-Supervised Learning for Imperfect Datasets
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Sankarshanaa Sagaram, Aditya Kasliwal, Krish Didwania, Laven Srivastava, Pallavi Kailas...
TL;DR
采用自我监督学习（Self-Supervised Learning）的方法可以显著提高模型的泛化能力，在各种条件下减少对手动标注数据的依赖，为稳健且适应性强的太阳能板分割解决方案铺平了道路。
Abstract
The increasing adoption of
solar energy
necessitates advanced methodologies for
monitoring
and
maintenance
to ensure optimal performance o
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