The NeuraSense edge AI software provides real-time sensor data analytics without the downsides of using the cloud. It includes a variety of sensing AI libraries for diverse applications:
- NeuraActive™ - tracks human motion in diverse activities with great precision.
- NeuraSafe™ - man down detection designed with extreme accuracy for life-saving applications.
- NeuraDrive™ - a driving monitoring solution that tracks driver behavior and vehicle data.
- NeuraVibe™ - industrial vibration analysis for predictive maintenance and structural monitoring.
For example, let’s take an automated warehouse shuttle tracker based on ST's 9-axis sensor module with a Cortex-M4 MCU. The device needs to detect all movements of the shuttle as well as potential problems in the rails. Executed on the MCU, NeuraSense then uses decision trees and neural networks to provide accurate predictive maintenance info and rail anomaly detection.
Unlock Critical Insights With Intelligent Sensor Fusion
The sensor fusion algorithms at the heart of NeuraSense combine multiple sensor inputs to enable consistent accuracy and deeper insights, such as:
- Pattern recognition
- Event and anomaly detection
- Contextual awareness
- Predictive analytics
Superior AI With Handcrafted Feature Extraction
NeuraSense uses expert-guided ML to achieve far greater accuracy. It relies on a supervised selection of top-quality data descriptors for the ML process based on actual field data.