INPUT LAYER

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CCTV Cameras

DATA PREPROCESSING LAYER

Image Resizing

Normalization

WEAPON DETECTION AND CLASSIFICATION LAYER

Secondary Training Pipeline

YOLOv7 Model

Threats

EDGE PROCESSING LAYER

Localized Processing

ALERT AND RESPONSE
MANAGEMENT LAYER

Audio Alerts

Visual Notifications

Email Alerts

QUANTITATIVE LAYER

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Adjustable Detection Thresholds