Build a Gesture-Controlled AI IoT Hub with ESP32 TFLite Kit

Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.

Wave your hand to dim lights, flick right to skip a song — this kit turns an ESP32 into an intelligent gesture sensor that classifies movements in real-time using TensorFlow Lite Micro and sends commands over Wi-Fi via MQTT. It's a complete foundation for touchless interfaces, assistive tech prototypes, and smart home experiments that react to motion naturally without cloud dependency.

What You'll Build

You'll assemble a compact hub that reads accelerometer data from the MPU6050, runs a pre-trained TFLite model to recognize gestures like wave, circle, swipe, and tilt, displays the detected label on the OLED, and publishes it to an MQTT broker — ready to trigger any connected device. The final device fits on your palm and can be powered by a USB power bank for wearable or standalone use.

What You'll Learn

• Deploy a TensorFlow Lite Micro model on an ESP32 microcontroller
• Interface an MPU6050 accelerometer/gyroscope for real-time motion data capture
• Stream sensor data over Wi-Fi using the MQTT protocol
• Interpret model output and display results on a 0.96-inch OLED

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

CBSE Class 11-12 students building AI or IoT capstone projects will find a ready-to-run TinyML companion. B.Tech ECE/EEE undergraduates prototyping for Smart India Hackathon or college competitions get a head start on gesture-controlled automation. ATL Tinkering Lab mentors and IIT/NIT/VIT/BITS hobbyists exploring edge AI gain a hands-on introduction to embedded machine learning.

Built and Backed by Compoden

Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.