Edge AI
Edge AI, or Edge Artificial Intelligence, refers to the deployment of artificial intelligence algorithms and models directly on edge devices, such as IoT devices, rather than relying on centralised cloud servers. This decentralised approach allows data processing and decision-making to occur locally on the device, reducing latency and enhancing efficiency.
Benefits of Edge AI
Improved decision making
Edge AI can help businesses make better decisions by providing real-time insights into data. This can lead to increased efficiency, productivity, and profitability.
Enhanced customer experience
Edge AI can be used to personalize the customer experience by providing real-time recommendations and support. This can lead to increased customer satisfaction and loyalty.
Improved security
Edge AI can help businesses protect their data by processing it locally, where it is less likely to be exposed to security risks. This can help to reduce the risk of data breaches and cyberattacks.
Reduced costs
Edge AI can help businesses reduce their IT costs by eliminating the need to send data to the cloud for processing. This can save businesses money on cloud computing costs, network bandwidth costs, and storage costs.
Tools-Used for Edge AI
Edge AI are becoming increasingly popular, as they offer a number of benefits for businesses, including:
TensorFlow Lite
PyTorch Mobile
Edge Impulse
NVIDIA Jetson
OpenVINO (Open Visual Inference and Neural Network Optimization)
Industry-Focused Edge AI
Edge AI are becoming increasingly popular, as they offer a number of benefits for businesses, including:Manufacturing
Edge AI is used for predictive maintenance, quality control, and process optimization in manufacturing settings.
Healthcare
In healthcare, Edge AI supports applications like remote patient monitoring, wearable devices, and real-time diagnostics.
Smart cities
Edge AI is applied in smart city solutions, including traffic management, public safety, and environmental monitoring.
Retail
Retailers use Edge AI for inventory management, personalized customer experiences, and loss prevention.
Autonomous Vehicles
Edge AI is critical for real-time decision-making in autonomous vehicles, enabling them to respond quickly to changing conditions.
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To learn more about our edge AI service, please contact us today. We would be happy to discuss how we can help your business improve its operations and decision making with edge AI