A new automated detection and classification method was proposed and significantly enhances the accuracy of polycrystalline diamond compact bit damage detection and classification. #openaccess at https://www.sciencedirect.com/science/article/pii/S2352854025000191 #Artificialintelligence #deeplearning #PDC