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This paper presents a validated adaptation protocol for label-free drone-based crowd counting to ensure safety at mass events like the 2034 FIFA World Cup in Saudi Arabia, addressing domain shift and deployment challenges.
An Australian startup, Ripper Corp, has developed AI-powered drone technology to detect sharks and alert lifeguards, securing $34M in funding to scale operations to over 70 beaches in Australia.