Raspberry Pi 5 Smart Doorbell Camera Kit - AI Indian Rupee Recognition
Raspberry Pi 5 Smart Doorbell Camera Kit – On‑device Indian Rupee Recognition with MobileNetV2
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Turn a Raspberry Pi 5 into a doorbell camera that instantly identifies Indian rupee banknotes — a real‑life edge AI demo that never touches the cloud. Fine‑tune MobileNetV2 on Indian currency denominations, pipe live video through the Pi Camera Module 3, and classify notes at the door with confidence. This kit makes it happen in one afternoon.
What You'll Build
You’ll assemble a smart camera station with a ring light for consistent imaging, a 128 GB NVMe SSD for high‑speed inference, and a Pi 5 running a custom MobileNetV2 model. Point it at any Indian note — Rs 10, 20, 50, 100, 200, 500, or 2000 — and see the denomination appear on screen within a second, all processing done on the device itself.
What You'll Learn
- Fine‑tune MobileNetV2 on an Indian currency dataset and convert it for TensorFlow Lite
- Stream and pre‑process images from the Pi Camera Module 3 in real time
- Benchmark inference speed gains from NVMe SSD storage vs. microSD
- Package the system as a stand‑alone “doorbell” demo that works offline
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
B.Tech ECE and EEE students preparing for Smart India Hackathon challenges around currency detection or assistive tech will find the exact hardware‑software stack needed. It’s equally useful for ATL lab mentors demonstrating practical edge AI, or self‑learners from IIT/NIT/VIT/BITS who want a complete Raspberry Pi 5 computer vision project beyond blinking LEDs.
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 included QR code to start a chat with the AI companion, or ping us on WhatsApp. It knows the exact pinout, dataset download links, and common errors.
Does the model recognise all current denominations of Indian notes?
Yes. The pre‑trained MobileNetV2 model provided in the guide identifies Rs 10, 20, 50, 100, 200, 500, and 2000 notes.
Can I run the currency recognition without an internet connection?
Absolutely. The entire pipeline — image capture, inference, and display — runs on the Pi 5 with no cloud dependency.
Why is an NVMe SSD included instead of using a microSD card?
The SSD provides significantly lower latency when loading the model and serving frames, making the recognition feel instantaneous even on a live video feed.
Doorbell Security — 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