Smart City Intelligence
at the Edge
Real-time violation detection, traffic enforcement, and urban monitoring — processed locally on 20 TOPS edge hardware.
// Capabilities
What Edge AI Camera Delivers
Localized AI Processing
RK3588 + 20 TOPS AI accelerator. All inference happens on-device. Zero cloud dependency for core detection functions.
Violation Detection
Real-time detection of jaywalking, illegal parking, and traffic rule breaches. Malaysia-specific model training for local vehicle and pedestrian patterns.
Event-Based Recording
90%+ bandwidth and storage reduction. Recording triggers only on detection events — no 24/7 streaming required.
Built-In Connectivity
WiFi + 4G Cat1 modem. Solar + battery configuration supports 72 hours of autonomous operation without grid power.
Open Model Ecosystem
GitHub repository with community-driven Malaysia-specific models. Fork, train, and deploy your own custom detectors.
Multi-Core SKU Options
Standard RK3588, plus alternative Intel Core, Raspberry Pi CM5, and AMD Ryzen Embedded configurations for different deployment scenarios.
// Collaboration
How We Built This Together
Three entities, one integrated stack — from silicon to software to intelligence.
Promosys
Hardware design, certification, and manufacturing. Industrial-grade enclosures, thermal management, and regulatory compliance.
Cre8 IOT
SDK, example inference code, platform for system integrators, and open-source GitHub repository for community contributions.
Unarvu AI
Model optimization, edge deployment pipelines, and performance tuning. Domain-trained detection models for Malaysian urban environments.
// Hardware
Alternative SKUs
Multiple compute options for different deployment requirements.
Intel Core Series
High-performance x86 option for complex multi-model inference and legacy software compatibility.
CM5 (Raspberry Pi Compute Module 5)
Cost-effective ARM option for large-scale deployments where unit economics matter.
AMD Ryzen Embedded
Balanced performance-per-watt for industrial environments with extended temperature ranges.