AI Vision That Operates When Conditions Don't Cooperate
Purpose-built for defense environments where sensors move, targets evade, and decisions happen in milliseconds. Not commercial analytics adapted after the fact. An AI engine shaped by real operational requirements.
The Challenge
Defense Isn't Fixed-Camera Surveillance
Moving Sensors
UAVs, gimbals, PTZ platforms, and vehicle-mounted cameras that rotate, vibrate, and change perspective continuously during operation.
Evasive Targets
Objects designed to avoid detection: camouflage, low contrast, rapid movement, and deliberate occlusion. Plus rare target classes not in any public dataset.
Real-Time Decisions
Latency isn't a metric. It's a mission constraint. Sub-second response when both sensor and target are moving simultaneously.
AI Engine, Not Feature List
End-to-end control over detection, tracking, and deployment, optimized for your operational environment.
Detect
Custom models trained on your target classes and operational scenarios, including rare objects unavailable in public datasets.
Track
Identity preservation across motion, occlusion, and perspective changes. Reliable multi-object tracking when everything moves.
Decide
Optimized for latency-critical response. Rich metadata output (3D boxes, orientation, motion vectors) for downstream systems.
Land, Sea, and Air
Maintaining object identity, stability, and tracking accuracy across all domains, even when both sensor and target are moving simultaneously.
Air-to-Ground
Small target detection from aerial platforms
Ground-to-Air
Tracking drones and fast-moving aircraft
Air-to-Air
Both sensor and target in motion
Maritime
Vessel detection in open water and coastal
What We Deliver
Small Target Detection
Optimized for detecting small, distant objects from aerial viewpoints, where standard detectors trained on close-range data fail.
3D Object Understanding
Beyond 2D bounding boxes: 3D boxes, orientation, motion vectors, and spatial features for accurate trajectory prediction.
Gimbal & PTZ Awareness
Tracking stability despite continuous viewpoint changes from actively controlled cameras. Robustness to rotation, zoom, and vibration.
Identity Preservation
Advanced Re-ID maintains consistent identity across motion, occlusion, and perspective changes, critical for formations and coordinated movement.
Rare Object Classes
Custom-trained models for long-tail objects not found in public datasets. Vehicles, equipment, and threats specific to your mission.
Latency Optimization
Configurable trade-offs between latency and throughput. Sub-second response when real-time decisions are mission-critical.
End-to-End Control
Not isolated features. A proprietary stack that enables solutions where off-the-shelf AI fails.
Custom Models
Per object type and scenario
Synthetic Data
For rare defense scenarios
Active Learning
Rapid adaptation to new threats
Edge Deployment
Optimized for constrained hardware
Built for Defense, Not Adapted to It
CVEDIA's technology has been shaped by years of collaboration with defense programs and advanced R&D initiatives. This isn't commercial surveillance analytics with a defense label. It's an AI engine engineered for operational environments from the ground up.
- — Experience building systems for non-stationary sensors
- — Proven tracking under simultaneous camera and target motion
- — Ability to detect and track rare, hard-to-see objects
- — Flexibility to optimize for latency or robustness per mission
"Defense is not a vertical. It's a discipline. At CVEDIA, this mindset influences how we design, train, and deploy AI, carrying into every system we build."
Discuss Your Requirements
Talk to our defense team about your operational environment, target classes, and mission constraints.