I. Introduction
Swimming is a popular recreational activity practiced throughout the world by people of all age groups. Yet swimming poses a huge risk of drowning making it the third leading cause of unintentional death worldwide [1]. An average of 3,957 unintentional drowning deaths occurred each year from 2010–2019. And an average 8,080 estimated emergency department visits due to non-fatal drowning occurred each year from 2010–2019. This means that on an average there had been 22 nonfatal drownings and 11 drowning deaths per day each day in between 2010–2019 [2]. Even if a drowning victim survives, drowning injuries can cause chronic health issues like brain damage or long-term disability [3]–[5]. As a result there is an urgent need to enforce a smart pool safety system to reduce the risk of drowning and make swimming a safe activity. Nineteen percent of drowning deaths involving children occurred in pools where lifeguards were present [6]. Another study states only ten percent of the guards would be able to detect a person drowning within ten seconds. Therefore, employing more lifeguards would not be an effective solution to combat drowning. It is also important to note that in contrast to popular belief drowning does not occur as it is picturized in the media, with the victim splashing water around or yelling for help [7]. Instead drowning is a deceptively quiet event which occurs in a short span of twenty to sixty seconds. After this time period the victim gets fully submersed in water. Depending on how long the victim had been submersed in water degree of injury to brain varies from minor to severe irreversible brain damage to fatal brain death [8]. Hence it is very crucial to detect drowning and act as quickly and as early as possible to save the victim.