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The project is developing a AI based smart surveillance system to detect elephant intrusion in forest region and nearby villages. The system is used to reduce the damages caused by the elephant into the villages and farmlands situated in forest areas. The early detection of elephant intrusion helps to overcome human elephant conflicts and habitat loss. The proposed project will be capable of monitoring the village and the farm areas continuously throughout day and night and watch for elephant movements nearby. Once the presence of a elephant is detected in the AI powered surveillance system, it will immediately alert the local public and the forest department to be cautious and take immediate action. This project will surely act to conserve the forest areas, the habitat of both humans and elephants and improve sustainability.