Fovea Clearity
Edge-First AI for Low-Light Surveillance Clarity
Fovea Clearity is a real time, near-zero
delay video
enhancement system
designed to make any video stream usable in the toughest real-world conditions - night,
low light, glare, fog, dust, and uneven illumination. Traditional surveillance cameras
often fail after sunset, producing dark, grainy, and noisy video that leads to missed
incidents, false alarms, and unreliable evidence.
- Runs AI-powered Low-Light Enhancement (LLE) directly on the device, eliminating dependence on cloud connectivity.
- Combines advanced denoising and dehazing to enhance
clarity in dark and noisy video feeds, delivering day-like visibility in full color while preserving all visual information. - Dynamically adapts to real-world conditions such as headlights, reflections, shadows, weather, and changing lighting.
- Designed for privacy-preserving edge deployment, keeping sensitive video data local and secure.
- Reduces false alerts and operator fatigue, making surveillance systems proactive and actionable rather than reactive.
Surveillance solutions (coming soon)
1.People Tracking / weapon tracking
2. Surveillance Analytics
3. People counting
4. Unsafe behaviour

Use cases
Reducing False Alarms in Night Surveillance
Filters noise caused by haze, dust, rain, fog and camera grain
Improves object clarity before analytics, reducing false alarms.
Night time Rear View & Blind-Spot Camera Enhancement
Enhances dark, grainy rear-view and blind-spot camera feeds during night driving
Improves visibility or overexposure from headlights and streetlights
Helps drivers clearly perceive vehicles, pedestrians, cyclists, and obstacles
Night time CCTV Enhancement for Outdoor Security
Enhances dark, blurry CCTV footage in parking lots, campuses, motels, gated
communities, and gas stations
Improves visibility without over-brightening or losing detail
Enables reliable monitoring even with uneven lighting.
Industrial Factory Surveillance in Dust, Fog & Low Light
Boosts visibility across shop floors, warehouses and perimeters
Handles dust, steam, smoke, and fog common in industrial environments
Strengthens worker safety and incident monitoring
Dangerous Object & Threat Detection
Weapons, intrusions, suspicious activity detection.
Lowers costly cloud usage by running
directly on the device
Enables faster, evidence-backed security response
Cuts operator fatigue in 24×7 control rooms
Historical CCTV Footage Enhancement for Analysis
Produces clearer faces, objects, and movements from night footage
Improves usefulness of surveillance recordings
Reduces dependence on post-event manual video processing
AI Surveillance in Resource constraint environment Dependency
Runs fully on-device with low latency
Works in poor or no-internet environments
Keeps sensitive video data local and secure