Mineralogy meets zero-shot computer vision

Identifying minerals is a complex and time-consuming problem for geologists, often taking anywhere from 30 minutes to several days per sample. Further complicating the situation is the fact that a sufficient portion of minerals remain inadequately researched, leaving us with just a few hundred comprehensively characterized out of the 6,000 currently identified minerals.