Evaluation of different defect-inspection setups for injection molding parts based on the deep learning method

A new study published in Scientific Reports evaluates different deep learning-based automatic optical inspection (AOI) strategies for detecting defects in injection-molded parts. The research concludes that robotic-assisted inspection offers superior accuracy and flexibility compared to static or conveyor-based methods.
Why it matters
As manufacturing shifts toward small-batch customization, automated quality control is essential for maintaining efficiency and product standards.
Scientific Reports volume 16 , Article number: 24057 ( 2026 ) Cite this article
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