Drowning, as a leading cause of unintentional injury-related deaths worldwide, is a major
public health concern. Swimming pool drowning is the main cause of most drowning …

This research mainly explores the existing drowning detection methodologies, focusing
primarily on the roles carried out by Machine Learning (ML) and Deep Learning (DL) …

Recently, integrating the Internet of Things (IoT) and computer vision has been utilized in
swimming pool automated surveillance systems. Several studies have been proposed to …

Every day, one person loses his life due to drowning in swimming pools, even with
professional lifeguards present. Contrary to what the public might assume, drowning …

Today, deep learning is pivotal in automating computer vision tasks previously handled by
humans. Convolutional Neural Networks (CNNs) excel in signal, image, and video …

Drowning is among the most common reasons for children's death aged one to fourteen
around the globe, ranking as the third leading cause of unintentional injury death. With rising …

Swimming is a wonderful sport and it helps in maintaining both body and mental fitness
Though swimming has so many advantages, it has become a major reason behind several …

Every year, a lot of people die in drowning situations, most of which go unreported. This
work investigates the use of deep learning methods for real-time drowning detection in …

Drowning is a major global concern, accounting for 7% of injury-related fatalities and
ranking as the third leading cause of accidental death. Every year, 236,000 drowning deaths …

The automatic safety system for the swimming pool system has been proposed using
Computer vision and IoT. So many drowning incidents are happening, in order to avoid this …