Computer-aided High-efficiency Detection of Fracture Initiation Sites in Steel

نویسندگان

چکیده

Finding the fracture initiation sites is critical for understanding mechanism and thus improving products’ quality, whereas some hard-to-detected features are easily missed in human-effort-based characterizations with human eye involve lots of labor force. In this study, computer-aided detection proposed to augment expertise efficiently find sites, reduce cost. With a deep-learning you only look once object detector, steel were successfully detected study. Furthermore, based on trained model, an easy-to-use application detecting has been further developed, exhibiting great potential high-efficiency sites.

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ژورنال

عنوان ژورنال: Isij International

سال: 2022

ISSN: ['0915-1559', '1347-5460']

DOI: https://doi.org/10.2355/isijinternational.isijint-2022-105