Novel Efficient Steel Surface Defect Detection Model Based on ConvNeXt v2 and Squeeze Aggregated Excitation Attention

With the rapid advancement of artificial intelligence and intelligent manufacturing technologies in recent years, automated inspection technologies have ushered in new opportunities for industrial production. Against this backdrop, this paper proposes an improved single-stage detection model, ESS-YO...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Access
المؤلفون الرئيسيون: Chengfei Li, Haijian Huang, Huamin Mo, Zhikai Wen, Shiqin Zhou, Zhenhao Zhu
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2025-01-01
الموضوعات:
ConvNeXt v2
detection head
loss function
SaE channel attention
steel defect detection
YOLOv8
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/11043149/

الانترنت

https://ieeexplore.ieee.org/document/11043149/

مواد مشابهة