ESP32-S3 Anomaly Detection Kit – Build an Edge AI Machine Health Alert System

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

Imagine a motor on a factory floor, a pump in a lab, or a drone motor – you can build a device that learns its normal vibration signature and screams with a buzzer when something changes. This ESP32-S3 anomaly detection kit enables you to deploy a trained Edge Impulse model on real hardware, turning a tiny IMU into a predictive maintenance tool. Perfect for Smart India Hackathon projects, B.Tech final years, or CBSE AI curriculum, you'll create an intelligent monitor that could save machines and money.

What You'll Build

You’ll assemble a standalone device that continuously reads 3-axis vibration from an MPU6050, processes the data on the ESP32-S3, and triggers a piezo buzzer plus red/green LEDs if the pattern deviates from normal. The kit teaches how to train a model in Edge Impulse, deploy it, and integrate sensor feedback – all without cloud dependency, keeping inference local and fast.

What You'll Learn

• Train an anomaly detection model in Edge Impulse using vibration data
• Deploy a TensorFlow Lite model to ESP32-S3 for real-time inference
• Interface MPU6050 over I2C to capture accelerometer and gyroscope signals
• Build a physical alert system with buzzer and LEDs that reacts to ML output

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

This kit is designed for intermediate learners who already have some experience with Arduino or ESP32. It's ideal for B.Tech ECE/EEE students building AIoT projects, CBSE Class 11–12 students exploring the AI syllabus, and teams competing in Smart India Hackathon. ATL Tinkering Labs and IIT/NIT/VIT/BITS Pilani makers will find the edge AI focus especially relevant for industry-readiness.

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.