📱 Edge AI Deployment
Deploy ML models on mobile, IoT, and embedded devices efficiently
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0 / 5 completedIntroduction to Edge AI
🎯 What is Edge AI?
Edge AI runs machine learning models directly on devices (smartphones, IoT sensors, embedded systems) rather than cloud servers. This enables real-time processing, privacy, and offline capability.
Edge AI brings intelligence closer to data sources, reducing latency and bandwidth.
Smartphones, tablets with powerful processors
Smart cameras, sensors, gateways
Microcontrollers, tiny devices
✨ Benefits of Edge AI
Low Latency
Process data locally without network round trips
Privacy
Sensitive data stays on device, never transmitted
Offline Operation
Works without internet connectivity
Cost Efficient
Reduces cloud infrastructure and bandwidth costs
🎯 Use Cases
AR apps, autonomous drones, security cameras
Offline speech recognition, wake word detection
Industrial IoT sensors detecting equipment failures
Wearables analyzing heart rate, activity patterns