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What is Tunnel Accident Detection with Deep Learning about?

The document presents a deep learning-based Object Detection and Tracking System (ODTS) for automatic detection and monitoring of accidents in tunnel CCTVs, utilizing a Faster R-CNN model. It highlights the challenges of tunnel environments, such as poor lighting, and proposes a system that not only detects accidents but also responds to fire incidents by activating sprinklers and notifying emergency services. The proposed system aims to enhance safety and reduce response times in tunnel infrastructures.

Author

priyansabari355

Language

EN