Application Research of Machine Vision Platform Based on Deep Neural Network and Software Engineering

• Published in: 2023 International Conference on Networking, Informatics and Computing (ICNETIC) pp. 618 - 622
• Main Authors: Yu, Xiaoting, Cheng, Kun, Wang, Jing, Jiang, Nannan, Deng, Ran
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.05.2023
• Subjects: Artificial neural networks; Machine vision; Mathematical models; Neural network; Production; Software; Software algorithms; Software engineering; Training

Aiming at the problem of unstable machine vision recognition accuracy caused by various kinds and inconspicuous features of workpiece defects, this paper puts forward a workpiece defect recognition algorithm based on deep learning network model and big data automatic training, and realizes its funct...