Pi 5 Imitation Learning Robot Driver Kit – Teach Your Robot to Drive Like You

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

You don't just assemble a robot; you build a machine that watches you drive, learns your style, and then drives the exact same track on its own. Using a Raspberry Pi 5 and a wide-angle camera, the kit implements behaviour cloning—the same technique behind self-driving car prototypes. In one afternoon you collect demonstrations, train a lightweight neural network directly on the Pi, and watch your robot replicate every subtle turn you taught it.

What You'll Build

A fully autonomous robot vehicle that drives a custom track by mimicking your manual steering inputs. After collecting human demonstrations via keyboard or gamepad, the Pi 5 trains a policy that maps camera images to motor commands. The result is a personal driving clone that learns from you, not from static datasets, and adapts to any track you create with tape or markers.

What You'll Learn

• Collect real-world driving demonstrations using a Pi Camera Module 3 Wide
• Train a convolutional neural network for behavioural cloning on the Raspberry Pi 5
• Deploy the trained policy on the robot for real-time autonomous driving
• Integrate DC motors, a motor driver, and wheel encoders for closed-loop control

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

B.Tech ECE, CSE, and AI/ML students tackling capstone or Smart India Hackathon projects will find this an ideal hardware platform for demonstrating imitation learning on a real robot. ATL tinkerers comfortable with Python and CBSE Class 12 AI elective students ready to move beyond simulation can turn theory into a tangible autonomous system. Researchers at IIT, NIT, VIT, and BITS labs working on behavioural cloning or robotics education can use the kit as a rapid prototyping base.

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.