{"product_id":"esp32-tinyml-for-smart-home-build-intelligent-home-homelab-automation-with-edge-ai-tensorflow-lite-micro-edge-impulse-and-esp32-s3-vision-aud-9798278494461","title":"ESP32 \u0026 TinyML for Smart Home: Build Intelligent Home \u0026 Homelab Automation with Edge AI, TensorFlow Lite Micro, Edge Impulse, and ESP32-S3 Vision, Aud","description":"\u003cp\u003e • Author(s): Vihaan Kulkarni\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eESP32 \u0026amp; TinyML For Smart Home\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eTransform your home, workshop, or homelab with the power of \u003cb\u003eESP32-S3 microcontrollers\u003c\/b\u003e and \u003cb\u003eTinyML\u003c\/b\u003e. This modern, fully updated beginner-friendly guide shows you how to build intelligent, offline, privacy-preserving smart home systems using \u003cb\u003ereal machine learning models running directly on the edge\u003c\/b\u003e-no cloud, no subscriptions, and no external dependencies.\u003c\/p\u003e\u003cp\u003eDesigned for makers, engineers, hobbyists, and smart-home enthusiasts, \u003ci\u003eESP32 \u0026amp; TinyML for Smart Home: Build Intelligent Home \u0026amp; Homelab Automation with Edge AI, TensorFlow Lite Micro, Edge Impulse, and ESP32-S3 Vision, Audio \u0026amp; Sensor Projects\u003c\/i\u003e delivers a complete hands-on pathway from foundational concepts to full-stack deployments. Every chapter includes practical labs, real code, and ready-to-use project templates.\u003c\/p\u003e\u003cp\u003eYou will learn how to use: \u003c\/p\u003e\u003cp\u003e- \u003cb\u003eESP32-S3 boards\u003c\/b\u003e with camera, microphone, and sensor integration\u003cbr\u003e- \u003cb\u003eEdge Impulse\u003c\/b\u003e to collect data, train ML models, and deploy C++ inference libraries\u003cbr\u003e- \u003cb\u003eTensorFlow Lite Micro, ESP-DL, and ESP-NN\u003c\/b\u003e for accelerated on-device AI\u003cbr\u003e- \u003cb\u003eMQTT, Node-RED, and Home Assistant\u003c\/b\u003e for intelligent automations and dashboards\u003cbr\u003e- \u003cb\u003eOTA firmware updates\u003c\/b\u003e, sensor fusion, and power-optimized inference loops\u003c\/p\u003e\u003cp\u003eFrom detecting visitors and classifying sounds to identifying packages, monitoring environmental changes, and building multi-sensor AI systems, this book walks you step-by-step through every layer. You'll implement real models for \u003cb\u003evision, audio keyword spotting, motion analysis, environment sensing, and gesture detection\u003c\/b\u003e, then fuse them into powerful automation workflows that transform your home into a truly intelligent environment.\u003c\/p\u003e\u003cp\u003eThe included \u003cb\u003eCapstone Full-Stack Project\u003c\/b\u003e guides you in designing and deploying a complete smart home AI system combining: \u003c\/p\u003e\u003cp\u003e- Vision detection (person, package, presence)\u003cbr\u003e- Audio event recognition (knock, clap, background)\u003cbr\u003e- Environmental \u0026amp; PIR sensors\u003cbr\u003e- MQTT message streaming and automation triggers\u003cbr\u003e- Node-RED dashboards and Home Assistant scenes\u003cbr\u003e- Secure OTA updates and long-term monitoring\u003c\/p\u003e\u003cp\u003eWhat you build is entirely \u003cb\u003elocal-first\u003c\/b\u003e and \u003cb\u003ecloud-optional\u003c\/b\u003e, ensuring privacy, reliability, and total control over your home automation ecosystem.\u003c\/p\u003e\u003cp\u003eWhether you are building your first ESP32 project or extending your homelab with advanced AI capabilities, this book equips you with the tools, techniques, and patterns to architect intelligent, scalable, and secure smart home systems with ease.\u003c\/p\u003e\u003cp\u003eIf you're ready to bring \u003cb\u003ereal AI to the edge\u003c\/b\u003e and build practical, meaningful automation projects that actually work in the real world, this is the definitive beginner's guide you've been waiting for.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":46861361512599,"sku":"9798278494461","price":2273.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798278494461.webp?v=1769961737","url":"https:\/\/atlanticbooks.com\/products\/esp32-tinyml-for-smart-home-build-intelligent-home-homelab-automation-with-edge-ai-tensorflow-lite-micro-edge-impulse-and-esp32-s3-vision-aud-9798278494461","provider":"Atlantic Books","version":"1.0","type":"link"}