AI-Powered Weapon Detection in Surveillance
Link to open source: https://github.com/Pranav-Dawange/AI-Powered-Weapon-Detection-in-Surveillance
Link to Live Project: https://github.com/Pranav-Dawange/AI-Powered-Weapon-Detection-in-Surveillance
Why SecureVision AI Matters
Imagine a CCTV that doesnβt just watch, but actually thinks.
Thatβs what we built.
πΉ From Passive to Proactive
CCTVs today are blind recorders. Our system upgrades them into real-time guardians β detecting weapons, spotting suspicious behavior, and preventing chaos before it starts.
πΉ Where it Protects
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Schools & Colleges π β Safer learning environments.
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Hospitals π₯ β Guarding vulnerable patients.
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Airports & Malls βπ¬ β Handling dense crowds with zero lag.
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Smart Cities π β Strengthening the urban safety net.
πΉ What makes it different
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Sub-second alerts (<0.5s) β± β faster than human reflexes.
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Edge-first privacy π β no cloud leaks, no delays.
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Multi-sensor intelligence π β sees in low-light, thermal, and multi-cam views.
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Scalable & affordable π‘ β one operator can manage 50+ cameras, with savings per prevented crime.
πΉ Impact Beyond Numbers
Itβs not just about 95% detection accuracy or 28% crime reduction.
Itβs about parents feeling safe sending kids to school.
Itβs about crowds enjoying events without fear.
Itβs about communities regaining trust in public safety.
β‘ SecureVision AI = Vigilant Intelligence. Instant Response. Preventive Security.
A system that doesnβt just protect β it reassures, empowers, and saves lives.
Relevant Links:
1]Tech Inspiration (YOLOv8 Weapon Detection):
https://docs.ultralytics.com
2]Hardware Reference (NVIDIA Jetson for Edge AI):
https://www.nvidia.com/en-in/autonomous-machines/embedded-systems/
This build was uploaded as a hackathon project


