本项目实现了一个基于深度学习的火灾检测系统，使用 YOLOv4 目标检测算法对图像和视频中的火焰进行实时检测 ...

The system is built upon four foundational pillars: Autonomous Safety: Utilizing MQ-series gas sensors and flame detectors to provide real-time protection against fire and gas leaks through automated ...

Abstract: Wildfires in the Wildland-Urban Interface (WUI) pose a significant threat to public safety and property, indicating the need for advanced early detection systems that are not only ...

Abstract: Following this paper, the design, implementation, and evaluation of an intelligent optical gas leakage detection system based on machine learning and an Arduino platform to enhance the ...

🔍 Rethinking Unified Models: We identify two critical limitations in existing unified multi-person eyeblink detection models: (1) feature granularity conflict between face localization and eyeblink ...