What is edge AI?
Edge artificial intelligence refers to the deployment of AI algorithms and AI models directly on local edge devices such as sensors or Internet of Things (IoT) devices, which enables real-time data processing and analysis without constant reliance on cloud infrastructure.
In essence, edge AI, or "AI on the edge“, refers to the combination of edge computing and artificial intelligence to perform machine learning tasks directly on interconnected edge devices. Edge computing allows data to be stored close to the device location, and AI algorithms enable processing right on the network edge, with or without an internet connection. This capability facilitates data processing within milliseconds, providing real-time feedback.
Wearable devices, security cameras, smart home appliances and even self-driving cars, are among the technologies that use edge AI capabilities to promptly deliver users with real-time information when it is most essential.
Edge AI could be the next big thing to get more Smart Cities, optimize workflows, automate business processes and foster innovation. At the same time, it helps address critical concerns like latency, security and cost reduction.