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flag Pune village uses AI cameras and sirens to warn residents of leopards, reducing conflicts.

flag The Forest Department in Pune, Maharashtra, has installed AI-powered cameras and automated sirens in Manjri Wadi village to reduce human-leopard conflicts. flag The system detects leopards via motion sensors, triggering loud sirens and bright lights to alert residents, enabling them to seek safety. flag Operating automatically and shutting off when the animal leaves, the technology aims to protect both people and leopards without human intervention. flag Officials report promising results, with villagers expressing relief, especially at night, and say the system may be expanded to other high-risk areas.

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