Traditional CCTV systems are limited to passive recording and require manual monitoring or post-incident analysis. This leads to delayed responses, missed threats, and increased security risks.

What Can People Use Hawkeye For?
Homes
Get instant alerts if someone trespasses at night, with an automatic alarm or phone call to the owner.

Shops & Small Businesses
Detect break-ins or unusual activity after hours and trigger an emergency alarm or call the manager instantly.

Schools & Hostels
Monitor entry/exit points. If someone crosses restricted areas, staff are notified immediately via email or voice call.

Warehouses & Factories
Prevent theft or unauthorized access with real-time AI detection and sound an external siren.

Remote Locations (e.g., Farms, Construction Sites)
Stay connected even in areas with minimal human supervision. Hawkeye takes action on your behalf.

Hawkeye transforms surveillance from passive watching to proactive protection, giving users peace of mind with intelligent, immediate, and automated responses.

Challenges we ran into
Gemini API key usage quota exceeded during frequent model inference testing.

High buffer time made real-time surveillance feel delayed.

Twilio calling bot integration was tricky due to API formatting and call flow setup.

Deployment conflicts caused by package version mismatches and environment variable.