Sport Form Coach Plus Kit: Build a Wearable Motion Classifier with ESP32 & MPU6050

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 device strapped to your arm that knows whether you are walking, running, or standing idle—and logs your activity in real time. With the Sport Form Coach Plus Kit, you’ll build exactly that: a wearable motion classifier powered by an ESP32-S3 and an MPU6050 inertial sensor. Using Edge Impulse, you’ll train a TensorFlow Lite model that runs entirely on the microcontroller, classifying movement with zero cloud dependency.

What You'll Build

You’ll assemble a compact prototype that captures acceleration and gyroscope data, processes it through a machine learning model on-device, and displays your current activity (walking, running, idle) on a crisp OLED screen. This isn’t a simulation—it’s a real-time sports form coach that you can wear on your wrist or clip to your belt while training. The OLED updates instantly as your motion changes, giving you immediate feedback on your form.

What You'll Learn

• Interface the MPU6050 accelerometer/gyroscope with an ESP32-S3 and read raw motion data over I2C
• Design and capture labeled training datasets for walking, running, and idle states
• Train a machine learning classifier in Edge Impulse and deploy a TensorFlow Lite model directly on the ESP32-S3
• Build a real-time on‑device inference pipeline with live activity readout on an OLED screen

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

This kit is ideal for CBSE Class 11-12 students exploring sensor-based projects for their board practicals, B.Tech ECE/EEE undergraduates building Edge AI prototypes for Smart India Hackathon, or ATL Tinkering Lab mentors looking for a hands-on introduction to embedded machine learning. If you’re a sportsperson curious about how wearables work, this kit gives you a working model you can refine further.

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.