Manufacturing QC Vision Kit v23: Real-time ASL Fingerspelling Recognition on Raspberry Pi 5

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 factory floor where workers can log defects or request materials silently using just hand gestures. This kit lets you build an edge-AI device that recognizes American Sign Language (ASL) fingerspelling in real time from a camera feed and displays the letters on a 7-inch screen—all running on a Raspberry Pi 5. It’s a practical introduction to manufacturing QC vision systems, giving you hands-on experience with computer vision and inference at the edge.

What You'll Build

You’ll assemble a self-contained vision system that captures video with a Pi Camera Module 3, processes ASL hand signs using MediaPipe on the Raspberry Pi’s CPU, and instantly shows the recognized letter on the 7-inch HDMI display. The project simulates a silent communication interface for noisy manufacturing environments where voice commands are impractical—a real-world QC application that opens doors to gesture-based HMI design.

What You'll Learn

• Setting up a Raspberry Pi 5 with NVMe SSD boot for fast inference
• Integrating and calibrating a Pi Camera Module 3 for computer vision tasks
• Implementing real-time hand landmark detection with MediaPipe
• Building a complete edge AI pipeline from image capture to on-screen display

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

This kit is designed for intermediate makers—CBSE Class 11–12 students working on computer science projects, B.Tech ECE/EEE undergraduates building a vision system for a hackathon, or ATL Tinkering Lab mentors who want a ready-to-run edge AI demonstration. It also suits NIT and VIT students exploring MediaPipe and Raspberry Pi for their mini-projects.

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.