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Improving asset health and grid resilience using machine learning

AWS Machine Learning Blog

This post is co-written with Travis Bronson, and Brian L Wilkerson from Duke Energy Machine learning (ML) is transforming every industry, process, and business, but the path to success is not always straightforward. There are only 0.12% of anomalous images in the entire data set (i.e., anomalies out of 1000 images).