Edge AI 🧠
L’Intelligenza Artificiale a portata di dispositivo 🤏
Leonardo Cavagnis�March 27th 2025, Milan 🇮🇹
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Italian Embedded
Who am I?
Leonardo Cavagnis
Sr. Firmware Engineer @ Arduino
Community Builder @ Italian Embedded
Passionate about sharing knowledge 🧡
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What is Edge AI ?
Edge Computing
Artificial Intelligence
Data processing close to the source, directly on devices
Using algorithms to simulate human cognitive process
Traditional Cloud AI
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Why does it matter?
Low Latency
Offline
Privacy
Energy Saving
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Edge AI in action
Healthcare
Wearable devices, �Remote patient monitoring
Smart Home
Voice Assistants, �Smart Appliances
Automotive
ADAS, �Autonomous Vehicle
Industrial
Predictive Maintenance, �Anomaly detection
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The Pipeline
Deployment
Model
Testing
Data
Collection
Problem Definition
Model
Training
“Identify if a 😽 is present in an image”
🙇♂️�The AI learns to recognize cats in images
✅❌
Evaluate model performance using new cat images
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The Tools
Deployment
Model
Testing
Data
Collection
Problem Definition
Model
Training
Cloud SaaS Platform
Framework
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Thank you! 🫶
Leonardo Cavagnis�✉️ leonardo.cavagnis@gmail.com
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March 27th 2025, Milan 🇮🇹
Italian Embedded
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