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The Department of Defense already knows that they need to automate, they now have more satellite imagery than their analysts can look over. This type of technology would free up a lot of their time to work on more difficult intelligence problems.
Found on FOX News 6 years ago
All machine learning creates false positives, but the focus of the study was to measure the deep learning models against human performance.
Found on FOX News 6 years ago
We wanted to test these deep learning methods on a realistic, real-world image analysis problem to critically assess their utility and potential impact, the results were much better than we anticipated. Historically machine learning algorithms haven’t performed well when they have been applied to large satellite imagery datasets.
Found on FOX News 6 years ago
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