Who threw that rock? Tracing the path of martian meteorites back to the crater of origin using ML
Who threw that rock? Tracing the path of martian meteorites back to the crater of origin using ML (Konstantinos Servis-Nussbaum) -- https://indico.iap.fr/event/1/contrib...
We created an ML pipeline able to efficiently detect craters in a large dataset of georeferenced images. We used it to create a detailed database of craters on rocky bodies in the solar system including Mars. The Mars crater database was of sufficient detail to enable us to determine the likely origin of a number of meteorites that we have collected on Earth. As a consequence, it is possible to get a better picture of the early formation processes of Mars using a sample from Mars, before the first sample-return mission has been organized. In this presentation, we will see how we have structured our pipeline and the technologies used to produce that data product.
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