{"product_id":"tinyml-on-arduino-building-interactive-voice-and-gesture-ai-projects-9798195881337","title":"TinyML on Arduino: Building Interactive Voice and Gesture AI Projects","description":"\u003cp\u003e • Author(s): Willa Westwood\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003eMove beyond the cloud. Build intelligent, always-on devices that hear, feel, and react in real-time.\u003c\/p\u003e\u003cp\u003eArtificial Intelligence is moving to the edge. \u003cb\u003e\u003ci\u003eTinyML on Arduino: Building Interactive Voice and Gesture AI Projects\u003c\/i\u003e\u003c\/b\u003e is your comprehensive guide to embedding complex machine learning models directly onto resource-constrained microcontrollers. Say goodbye to network latency, high bandwidth costs, and privacy concerns, and say hello to autonomous, low-power AI.\u003c\/p\u003e\u003cp\u003eAuthored by Willa Westwood, this definitive, hands-on handbook bridges the gap between data science and embedded engineering. Whether you are a maker, a hardware developer, or a seasoned C++ programmer looking to master edge computing, this book provides the exact blueprints you need to transform raw sensor data into actionable intelligence.\u003c\/p\u003eWhat You Will Discover Inside: \u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eHardware Mastery: \u003c\/b\u003e Navigate the capabilities of the ARM Cortex-M architecture, evaluating the classic Arduino Nano 33 BLE Sense against the cutting-edge Arduino VENTUNO Q and its Neural Processing Unit (NPU).\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAudio \u0026amp; Speech Recognition: \u003c\/b\u003e Interface with PDM microphones, apply Digital Signal Processing (DSP) to generate Mel-spectrograms, and build a custom Keyword Spotting (KWS) engine for wake-word detection.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMotion \u0026amp; Gesture Tracking: \u003c\/b\u003e Harness 6-axis IMUs to capture physical movement, apply low-pass filters for gravity compensation, and train Convolutional Neural Networks (CNNs) to recognize complex 3D alphanumeric gestures.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eProximity \u0026amp; Touchless Interfaces: \u003c\/b\u003e Develop sterile, infrared-driven smart switches using advanced IR photodiode logic, recognizing \"hover\" and \"hold\" states for high-noise environments.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMultimodal Fusion: \u003c\/b\u003e Combine audio and motion inference in parallel pipelines to create a context-aware AI assistant that responds to voice and gesture simultaneously.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eModel Optimization: \u003c\/b\u003e Squeeze massive AI power into tiny silicon using Post-Training Int8 Quantization, memory profiling, and precise static buffer allocation.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePower \u0026amp; Deployment: \u003c\/b\u003e Implement \"Wake-on-Sound\" and \"Wake-on-Motion\" hardware interrupts to maximize battery life, estimate LiPo vs. coin cell runtimes, and transition your project from a breadboard to a custom PCB.\u003c\/li\u003e\n\u003c\/ul\u003eBuild Real-World Projects: \u003cp\u003eStop relying on theory. This guide walks you through complete, deployable projects including an \u003cb\u003eAir-Gesture Media Controller\u003c\/b\u003e, an \u003cb\u003eAI-Driven Security Glass Break Monitor\u003c\/b\u003e, a \u003cb\u003eSterile Touchless Smart Switch\u003c\/b\u003e, and a fully fused \u003cb\u003eMultimodal Assistant\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eStop sending your data to the cloud. Equip your devices with the power to think for themselves. \u003cb\u003eScroll up and grab your copy today to start building the next generation of Edge AI technology!\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47882614046871,"sku":"9798195881337","price":3234.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798195881337.webp?v=1781096253","url":"https:\/\/atlanticbooks.com\/products\/tinyml-on-arduino-building-interactive-voice-and-gesture-ai-projects-9798195881337","provider":"Atlantic Books","version":"1.0","type":"link"}