Edge AI
Edge AI refers to artificial intelligence algorithms that process data directly on local devices and sensors, rather than sending information to remote servers or the cloud for processing.
Edge AI brings computational power and decision-making capabilities to the source of data generation, enabling real-time processing and responses. This approach significantly reduces latency and bandwidth usage whilst enhancing privacy and security by keeping sensitive data local.
The technology operates on edge devices such as mobile phones, smart cameras, IoT sensors, and industrial equipment. These devices use optimised AI models that can run efficiently with limited computational resources, making them ideal for applications requiring immediate responses or operating in areas with limited connectivity.
Examples
- Smart home devices
- Security cameras with person detection
- Industrial machines with predictive maintenance
- Autonomous drones
- Voice-activated smartphones
- Smart healthcare wearables