Overview

Whether you're a hobbyist, developer, or tech enthusiast, Edge AI for Everyone is your ultimate project-based guide to building smart applications that run directly on your devices-no internet, no cloud, no expensive infrastructure. From mobile phones and Raspberry Pi to microcontrollers and edge accelerators, this book walks you step-by-step through deploying neural networks where data is generated: at the edge. Learn how to build efficient, private, and low-latency AI systems using real-world tools like TensorFlow Lite, ONNX, and PyTorch Mobile. Inside, You'll Learn How To: Build and deploy AI models on mobile devices (Android & iOS) Use Raspberry Pi to run vision and speech recognition models offline Quantize, optimize, and compress models for edge performance Integrate Edge AI into real-time applications - robotics, IoT, and more Enhance privacy and reduce latency by avoiding the cloud Whether you're aiming to create a smart doorbell, offline assistant, or intelligent sensor system, this book gives you the hands-on knowledge to make it happen-without needing a data center or cloud subscription. Why This Book?Because the future of AI isn't in the cloud-it's in your pocket, on your desk, and at the edge.

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