Published November 17, 2025 | Version v2
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MILITARY ROBOT: Autonomous Military Robot for Border Surveillance Using Computer Vision and Adaptive Camouflage

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This research paper presents the design and development of an autonomous military robot for border surveillance using computer vision, adaptive camouflage, and IoT-based real-time communication. The system integrates MTCNN for face detection and FaceNet for recognition to classify authorized and unknown individuals. An environmental color-sensing module enables dynamic camouflage adaptation, while ultrasonic sensors support autonomous navigation. The robot also incorporates a laser-based threat-response mechanism and IoT alerting system. The system aims to enhance border security while reducing human risk

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