To better fulfill the necessities of mechanized transplanting of pepper plug seedlings, this study explores the seedling picking mechanism of a fully automatic pepper transplanting machine. It introduces a novel “eagle beak” form trajectory for seedling choosing and designs a probe-style system for pepper plug seedling retrieval. We set up a ki