Abstract: We introduce dual attentive U-Net (DAU-Net), a deep learning model for semantic segmentation designed to tackle the challenges of multiclass imbalanced datasets with limited samples. Our ...

Abstract: The aquaculture industry is critical in global food production, with net pens being a vital component in fish farming operations. Regular inspection of these net pens is essential to ensure ...

Beyond firewalls and perimeter security, a zero trust architecture allows security officials to better protect data and system access to both outsider and insider threats, adopting a mantra of “trust ...

Ofsted is overhauling its inspection framework from November 2025 – introducing new grading terminology, report cards, and placing greater emphasis on inclusion, staff wellbeing and parental ...