Roboflow's workflow combines real and synthetic training data to develop defect detection models for manufacturing applications (Image: Roboflow) Roboflow integrates Nvidia simulation tools to train m ...
Front and center at Automate 2026, machine vision solution suppliers showed how vision systems are foundational to industrial automation. Explore some of the products ...
Abstract: Computer vision-based methods for rail defect detection can automatically identify defects on railroad surfaces to ensure transportation safety. However, these methods face challenges, such ...
Abstract: Currently, deep neural networks for industrial defect recognition still face imbalance problems, due to the difficulty in accessing the rare defect samples. To address this problem, existing ...