Build a Real-time Manufacturing QC System with Raspberry Pi 5 and Hailo-8L AI Accelerator

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

Inspection lines need eyes that never blink. This kit transforms a Raspberry Pi 5 into a high-speed quality control station. You'll deploy YOLOv8s on a Hailo-8L neural processor via the AI HAT+, capture full 1080p video through the Pi Camera Module 3, and measure exactly how much faster and more power-efficient hardware acceleration is compared to running the same model on the Pi's CPU alone—a comparison that matters deeply when you're scaling to 24/7 production.

What You'll Build

You'll assemble a self-contained vision system that can inspect objects in real time on a simulated assembly belt. The build outputs side-by-side performance metrics—frame rate, latency, and wattage—for both Hailo-8L accelerated inference and software-only inference. You'll end up with a deployable prototype that mirrors the logic real factories use to catch missing parts, surface flaws, or incorrect assemblies.

What You'll Learn

• Convert and deploy YOLOv8s models to an edge AI accelerator (Hailo-8L)
• Benchmark object detection inference latency and power draw between hardware and software paths
• Configure a Pi Camera Module 3 for sustained 1080p capture at the frame rates QC demands
• Store and recall massive model files efficiently using an NVMe SSD over PCIe on the Pi 5

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

Engineering students taking on Smart India Hackathon challenges or B.Tech ECE/EEE final-year projects will find the real-world benchmarking angle immediately useful. The kit also suits ATL Tinkering Labs with advanced students and IIT/NIT/VIT/BITS makers exploring industrial AI concepts without the overhead of a full factory installation.

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.