CNN
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On summer mornings, local kids like to gather at California’s Padaro Beach to learn to surf the gentle rapids. A few years ago, the beach even became a popular spot for young great white sharks.
This prompted the Benioff Institute for Marine Sciences (BOSL) at the University of California, Santa Barbara to launch SharkEye, an initiative that uses drones to monitor what’s happening beneath the ocean’s surface.
When a shark is spotted, SharkEye sends a text message to about 80 people who have signed up for the alerts, including local lifeguards, surf shop owners and parents of kids taking lessons.
In recent years, other efforts Officers and lifeguards new york To Sydney Drones are used to keep beachgoers safe and monitor camera feeds, with pilots battling choppy waters and glare from the sun while keeping their eyes on the screen and trying to distinguish between sharks and paddleboards, seals, and rippling seaweed. One study found that drones monitored by humans could only detect sharks. About 60%.
Both a research program and a community safety tool, SharkEye uses the video it collects to analyze shark behavior and feeds the footage into a computer vision machine learning model — a type of artificial intelligence (AI) technology that allows computers to gather information from images and videos — to train it to detect great whites near Padaro Beach. Santa Barbara.
“By automating shark detection, “It’s going to be really helpful for a lot of communities outside of California,” Neil Nathan, a project scientist for BOSL who earned a master’s in environmental studies from Stanford University a few years ago, told CNN.
With the growing popularity of drones and the prevalence of social media, it may seem like sharks are everywhere. Rising sea temperatures These changes are pushing sharks into new habitats, and young whites, which grow to about 8 to 10 feet in length, prefer to stay closer to shore, making them more visible to swimmers.
But shark attacks are rare: 69 people were accidentally bitten around the world in 2023, matching the annual average of 63 from 2018 to 2022. Only 10 of those attacks were fatal, according to statistics from the Florida Museum of Natural History.International Shark Attack File.
Although no fatal attacks have been recorded at Padaro Beach, some local residents became concerned when sharks began wandering there.
So for about five years, SharkEye has been sending drones out regularly to monitor the coastline, once spotting 15 juvenile great whites in a single day.
Early tests have shown the AI technology is already working “amazingly well,” spotting most sharks that humans can, as well as some that humans miss (perhaps because they swim deeper and are less easily spotted), Nathan said.
The project began field testing this summer. The technology works by pitting a drone pilot against an AI: The pilot surveys the surrounding area and counts the number of sharks he finds, and SharkEye’s model then analyzes the video to see how many sharks it can find.
Currently, community alerts are based on human analysis. If all goes well, Nathan said, by the end of the season or early next summer, these reports could become AI-assisted (with manual monitoring and checking). In the future, the process could become fully automated, making it faster and more accurate.
AI and Wildlife
artificial intelligence Technology It is being used in various ways to mitigate human-wildlife conflict. In India, AI-enabled camera Various measures are being taken, such as warning villagers if a tiger is approaching livestock, and in Australia, technology is being used to control dangerous animals.
Ripper Corporation The researchers developed what they say is the world’s first shark-identification algorithm, which was deployed in drones a few years ago, and the latest version of the software is being tested in Queensland, Australia, Mexico and the Caribbean to detect sharks and crocodiles.
But AI is not yet widely used for shark detection. Surf Life Saving New South Wales, which protects dozens of beaches along the state’s coast, including Sydney’s iconic Bondi Beach, said it is working to develop a system that can detect sharks. 50 locationsHowever, a spokesperson told CNN that the company’s drones do not currently use AI.
Australian university group develops AI-based shark detection tool Written in 2022 The technology can have difficulties when it encounters conditions that aren’t present in the training data.
SharkEye plans to make its models freely available so researchers can modify and improve them, and develop an AI-powered app that makes it easy for lifeguards, drone enthusiasts and others to process the footage — not only keeping people safer, but helping humans better understand and protect sharks.
Nathan said it’s too early to say how much retraining will be required to expand Shark Eye to other areas, but he hopes there won’t be as many issues in other parts of California with similar coastlines, as long as drone pilots fly at the same speeds and altitudes.
Honolulu officials said this month they were considering starting a drone shark monitoring program. According to local mediaIf SharkEye’s technology is used in places like Hawaii, where tiger sharks are of greatest concern and the water is a different color, further retraining may be required, but Nathan said SharkEye is open to working with other regions to help adapt the model.
“We want to arm our communities with the knowledge and awareness to feel safer sharing the waters with these creatures,” Nathan says. “Sharks are amazing creatures and we’re always learning new things.”
