OTA Programming
Smarter AI supports device lifecycle management of camera deployments with secure over-the-air (OTA) programming. Smarter AI supports OTA programming:
- Access Control Rights
- AI Containers and Event Triggers
- OS and firmware updates
Benefits
AI Model Lifecycle Management
- Containerize and OTA program AI models
- Continuous learning / continuous delivery:
- Collect event notifications and recordings
- Retrain AI models – minimize false positives and negatives
- Containerize and program AI models OTA
- Train, containerize, and OTA program new AI models to support new use cases
Programmable Classification Thresholds
- OTA program classification thresholds
- Collect event notifications and recordings
- Optimize classification thresholds – minimize false positives and negatives
- Program a single AI Container with multiple classification thresholds
Orchestration
- Provision and OTA program AI models
- Allocate Edge AI resources between multiple AI models
- Configure AI cameras and gateways in relation to AI models
- Monitor the health of AI models
Inference Workflow Management
- AI models as programmable objects
- Chain inferencing jobs together with logical operators
- Map AI model outputs to AI model inputs
Inference Scheduling
- Inferencing on demand, continuous inferencing
- Run multiple AI models in parallel:
- using the same imager/sensor inputs
- using logical operators to infer decisions
Greenfield and Brownfield Deployments
- Containerize and OTA program AI models to greenfield (i.e. Smarter AI camera) deployments
- Containerize and OTA program AI models to brownfield (i.e. IP camera) deployments with Smarter AI Gateway
- Map local and distributed imager/sensor outputs to AI model inputs
Solutions
ADAS
Contact Tracing
DMS
Driver Monitoring System
Facial Recognition
Driver Monitoring System
Industrial Automation
LPR
License Plate Recognition
Mass Fever Screening
Perimeter Security
Situational Awareness
Additional Information
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