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Omnipose, a deep learning software, is helping to solve the challenge of identifying varied miniscule bacteria in microscopy images. It can also identify several other types of tiny objects in micrographs. It was not easily fooled by extreme changes in a cell’s shape due to antibiotic treatment or antagonism by chemicals produced during interbacterial aggression. In fact, it could even detect intoxication in E. coli.