Autonomous drones learn to find ‘hidden’ meteor impacts

Autonomous drones learn to find 'hidden' meteor impacts

It’s easy to find large meteorites (or their craters) once they reach Earth, but smaller meteorites are often neglected – less than 2% of them have been recovered by scientists. However, he may soon send a bot to do the job. universe today The reports are owned by advanced researchers The autonomous drone system uses machine learning to find smaller meteorites at impact sites that are either “hidden” (even if observers are tracking the falls) or simply inaccessible.

The technology uses an array of convolutional neural networks to identify meteorites based on training images, whether from online images or snapshots from the team’s collection. This AI helps distinguish space rocks from ordinary rocks, even with a variety of shapes and terrain conditions.

The results are impeccable. While an experimental drone correctly spotted the implanted meteorites, there were also some false positives. It may take some time for the robotic planes to become reliable enough to provide accurate results on their own.

The implications for space science will be significant if the technology proves accurate. It will help scientists discover meteorites that are too small or too far away to find and possibly retrieve them. This, in turn, can help identify meteorite sources and identify rock formations. Simply put, drones can fill in the gaps in humanity’s understanding of the cosmic debris landing on our doorstep.

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