Build a Robot That Sees and Plans Simultaneously: Pi 5 Active Perception 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.

You’ll assemble a mobile robot that doesn’t just see and move — it uses two parallel neural processes on the Raspberry Pi 5 to handle perception and planning at the exact same time. A pan-tilt camera actively seeks out the best angles to reduce uncertainty, so your robot continuously refines its understanding of the world while plotting a safe path forward. This isn’t linear thinking; it’s a dose of biological intelligence transplanted onto a robot chassis.

What You'll Build

A fully autonomous robot with active vision. The Pi Camera Module 3 sits on a pan-tilt mechanism controlled by two SG90 servos, while one neural network runs object detection and another simultaneously handles motion planning. The system actively adjusts the camera to minimize detection uncertainty before committing to a move — exactly how advanced research robots navigate unknown environments.

What You'll Learn

• Run two AI models in parallel on the Pi 5 using multi-processing and dedicated cores
• Implement active perception – program the pan-tilt to servo toward viewpoints that reduce classification ambiguity
• Integrate camera, servo driver (PCA9685), and motor driver for real-time closed-loop control
• Build a complete robotic platform with NVMe storage for fast model loading and minimal latency

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

Final-year B.Tech students in ECE, EEE, or CSE building active perception or AI robotics projects; Smart India Hackathon teams pushing autonomous navigation; and IIT, NIT, VIT, or BITS Pilani enthusiasts exploring parallel neural processing. The kit also gives ATL lab mentors a ready-to-run advanced platform for teaching simultaneous perception-action loops.

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.