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AI Computer Vision Perimeter Security

Edge-computing physical perimeter security and unauthorized intrusion detection powered by NVIDIA Jetson and computer vision models.

Python NVIDIA Jetson TensorRT OpenCV MQTT Docker PyTorch

01 // Problem & Threat Landscape

Traditional CCTV systems rely on constant human monitoring or trigger frequent false alarms from environmental disturbances.

02 // System Architecture & Data Flow

[TACTICAL BLUEPRINT]
RTSP CAMERA STREAMS -> ON-DEVICE EDGE INFERENCE (TensorRT / YOLO) -> SPATIAL TRACKING -> THREAT CLASSIFIER -> SECURE ENCRYPTED ALERT DISPATCH          

03 // Security Considerations & Controls

On-device encrypted storage, hardware root-of-trust, TLS 1.3 encrypted telemetry, and physical enclosure tamper detection.

04 // Quantitative Results & Impact

Sub-200ms real-time intrusion classification, achieving 92% reduction in false alarms across secured physical perimeters.