Pi 5 AI Object Detection Webcam Kit: Turn a Raspberry Pi 5 into a Real-Time Smart Camera

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

Give your Raspberry Pi 5 the power of sight. This kit lets you build a live object detection webcam that spots and labels 80 everyday objects—from people and cars to cups and keyboards—at a smooth 15 frames per second. Using TensorFlow Lite on the Pi 5’s upgraded processor, the system runs entirely on-device with no cloud dependency, making it perfect for AI curriculum projects, hackathon prototypes, and B.Tech mini-projects where reliability matters.

What You'll Build

You’ll assemble a USB webcam connected to the Raspberry Pi 5 and deploy a pre-trained TensorFlow Lite model that draws bounding boxes and class labels on a live video feed. The output streams to any HDMI display, turning the Pi into a dedicated AI camera. When you’re done, you’ll have a portable platform that can identify doors, plants, phones, and dozens of other classes in real time—exactly what you need for a CBSE AI lab demo or a Smart India Hackathon entry.

What You'll Learn

• Install TensorFlow Lite runtime on Raspberry Pi OS and manage dependencies
• Run object detection inference using a quantized COCO model at 15 FPS
• Capture and process USB webcam frames with OpenCV without lag
• Optimise model performance by leveraging the Pi 5’s CPU and memory bandwidth

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

This intermediate-level kit is built for CBSE Class 11 and 12 students taking AI as a skill subject, B.Tech ECE/EEE learners building minor projects, and teams preparing for the Smart India Hackathon. ATL Tinkering Labs and engineering clubs at IIT, NIT, VIT, and BITS Pilani will find it a ready-to-deploy resource for teaching embedded machine vision. If you’ve tinkered with a Raspberry Pi before and want to add real-world AI, this kit matches your next step.

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.