Manufacturing QC Vision Kit v30
Manufacturing QC Vision Kit v30: Edge AI on Raspberry Pi 5 for Real-Time Indian Rupee Classification
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Move beyond toy datasets. With this kit, you’ll assemble a manufacturing-grade vision station that classifies Indian rupee notes by denomination in real time, using a fine-tuned MobileNetV2 model on the Raspberry Pi 5. It’s a direct replica of a production-line QC checkpoint—perfect for engineering projects, hackathon demos, or deepening your CV portfolio.
What You'll Build
You’ll construct a self-contained currency inspection rig: a ring-lit imaging platform driven by a Pi 5 with NVMe storage for fast inference. The system captures a rupee note under the camera, runs a MobileNetV2 model that you will deploy and optionally fine-tune, and instantly displays the note’s denomination on screen. The output mirrors a factory QC log—confidence score, class label, and inference time.
What You'll Learn
- Deploy and fine-tune a MobileNetV2 model for a custom classification task on Raspberry Pi 5
- Set up a high-speed NVMe SSD with M.2 HAT+ for low-latency image logging and model serving
- Design a controlled imaging environment using a ring light to eliminate ambient variations
- Integrate Pi Camera Module 3 with OpenCV for real-time capture and pre-processing
Kit Contents
| Component | Quantity |
|---|---|
| Raspberry Pi 5 4GB | 1 |
| Pi Camera Module 3 | 1 |
| Ring Light | 1 |
| NVMe SSD 128GB | 1 |
| Pi 5 M.2 HAT+ | 1 |
| USB-C PSU | 1 |
Why Buy This Kit Instead of Sourcing Parts Separately
| Factor | Sourcing Separately | Compoden Kit |
|---|---|---|
| Compatibility checks | You verify every part | Pre-tested as a system |
| Build support | Forums and scattered tutorials | AI companion trained on this exact project |
| Time to first working build | Days of debugging | Hours, with step-by-step guidance |
| Shipping coordination | Multiple sellers, multiple delays | One shipment from Bengaluru in 3-5 days |
Who This Kit Is For
Designed for B.Tech ECE/EEE students targeting Smart India Hackathon or major projects, CBSE Class 11–12 AI enthusiasts, and IIT/NIT/VIT/BITS teams building industrial CV demos. If you’ve outgrown basic sensor kits and want a real-world vision pipeline that runs a custom MobileNetV2 model on the edge—this is your step up.
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.
What if I get stuck during the build?
Scan the QR code to launch the AI companion trained on this kit’s exact wiring and code, or drop a WhatsApp message to our support; we’ve guided hundreds of Pi 5 vision setups.
Can I use a different camera or lighting?
Yes, but the ring light and Pi Camera Module 3 are pre-characterized to work with the supplied model, minimizing focus and color shift issues typical in currency imaging.
Does the kit include Indian rupee notes?
No physical notes are included; you will use your own or download a publicly available dataset for training and demo. Our AI companion directs you to image sources and pre-processing steps.
How much ML knowledge do I need?
Intermediate familiarity with Python and basic CNNs is ideal. The guide will walk you through converting a pre-trained MobileNetV2 and deploying it on the Pi 5, so you can also treat it as a learning path.
Manufacturing QC — MobileNetV2 fine-tuned on Pi 5 classifies Indian rupee notes by denomination — real currency recognition demo.
What's in this kit
Shipping Information
- Prepaid Orders: ₹75 for orders up to ₹999, FREE shipping above ₹999
- COD Orders: ₹125 shipping + ₹50 COD fee = ₹175 total
- Delivery Timeline: Dispatch in 1-2 days, delivery in 2-7 days depending on location
Returns & Warranty
- 7-Day Return: Manufacturing defects only (approval required)
- Warranty: 7 days from delivery
- Non-Returnable: Batteries, consumables, cut wires, clearance items