Debris killer: AI-powered solution to track tiny floating space junk

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Debris killer: AI-powered solution to track tiny floating space junk
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There are millions of pieces of space junk flying in Low Earth Orbit, says NASA.

Since Russia’s historic launch of Sputnik 1 in October 1957, humanity has witnessed the deployment of approximately 55,000 satellites into space as of 2023.

The research project involved the team modeling a prominent radar system in Europe called the Tracking and Imaging Radar to generate training and testing data for an object detection task. The main thing about YOLO is that it can spot objects in just one go through the neural network, unlike older methods that needed several passes or sliding windows. This makes YOLO much faster and more efficient

“In addition to improving space surveillance capabilities, artificial intelligence–based systems like YOLO have the potential to revolutionize space debris management,”

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