ABSOLUTE
VIGILANCE _
// TWO-STAGE ARCHITECTURE:
TRANSFORM PASSIVE CAMPUS HARDWARE INTO AN UNBLINKING PROACTIVE DEFENSE GRID. YOLOv11 FOR RAPID WEAPON CLASSIFICATION. LMST MODEL FOR KINEMATIC STANCE TRACKING.
[ HIGH_RES_MUX ] ACTIVE_SURVEILLANCE
99%
OF TRADITIONAL CCTV FOOTAGE IS NEVER WATCHED LIVE. CAMERAS ONLY RECORD HISTORY.
ZERO
PREEMPTIVE ACTION TAKEN BEFORE THE THRESHOLD. REACTIVE SURVEILLANCE ONLY DOCUMENTS THE AFTERMATH.
7 MIN
AVERAGE RESPONSE DELAY DURING ACTIVE CRISES DUE TO HUMAN-IN-THE-LOOP BOTTLENECKS.
AI
POWERED
HUMANS CANNOT MONITOR THOUSANDS OF FEEDS SIMULTANEOUSLY. WE REMOVE THE HUMAN LIMITATION FROM THE DETECTION LOOP.
Prediction over reaction
Machine Consistency
Instant Response
Weapon
Detection
CLASSIFIES 87+ FIREARM TYPES IN UNDER 12MS.
ZERO FALSE-POSITIVE TOLERANCE PROTOCOL ACTIVE.
Attack
Stances
MULTI-POINT SKELETAL INFERENCE TRACKS HOSTILE WIND-UP,
LUNGES, AND AGGRESSIVE VECTOR APPROACHES.
Medical
Emergencies
SUDDEN COLLAPSE DETECTION, ERRATIC GAIT ANALYSIS,
AND PROLONGED IMMOBILITY TRIGGERS.
THE CORE
CAPABILITIES
ARCHITECTURAL PRIMITIVES DESIGNED FOR THE INITIAL HACKATHON BUILD. IMMEDIATE VALUE EXTRACTION FROM EXISTING SURVEILLANCE INFRASTRUCTURE.
Weapon
Detection
Uses a YOLOv11 object detection model (with BoT-SORT tracking) to identify guns and knives in real-time, maintaining a lock even through motion blur.
Action / Anomaly
Uses an action-recognition model (like MediaPipe or a 3D CNN) to identify aggressive motions (fights) or sudden vertical-to-horizontal drops (falls).
Live & VOD
Support
A dashboard where users can either paste a live stream link or upload an .mp4 file for immediate scanning. Universal ingestion protocol.
TECHNICAL STACK
& INTEGRATIONS
Serverless GPU Inference
YOLO + action-recognition on Modal's serverless GPUs. 15+ FPS real-time. Zero local bottlenecks.
Semantic Recall Engine
Global Edge
DigitalOcean App Platform / .TECH domain. Resilient CDN delivery for critical response.