Smart Doorbell Camera Plus Kit with Raspberry Pi 5 + Camera
Smart Doorbell Camera Plus Kit — Real-Time Pose Detection & Exercise Analysis with 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.
Transform your doorbell into an intelligent sentry that not only announces visitors but also tracks body movements to analyze exercise form in real time. This kit combines the processing power of Raspberry Pi 5 with the Hailo-8L neural processor and a high-quality camera module to run MediaPipe BlazePose at 60 frames per second, detecting 33 body landmarks for detailed motion assessment.
What You'll Build
You'll assemble a smart doorbell camera system that captures live video and uses on-device AI to identify visitors' poses. The system can distinguish between someone standing at the door and someone performing exercises like squats or push-ups, providing real-time feedback on form accuracy. It's a foundation for advanced home automation, security alerts, and personalized fitness monitoring — all running without cloud dependency.
What You'll Learn
- Train and deploy MediaPipe BlazePose on edge hardware for real-time pose estimation
- Accelerate AI inference using the Hailo-8L NPU on a dedicated AI HAT+
- Integrate camera, HDMI display, and NVMe storage with Raspberry Pi 5
- Develop a dual-mode application that switches between security monitoring and exercise form analysis
Kit Contents
| Component | Quantity |
|---|---|
| Raspberry Pi 5 8GB | 1 |
| Raspberry Pi AI HAT+ | 1 |
| Pi Camera Module 3 | 1 |
| 7in HDMI Display | 1 |
| HDMI Cable | 1 |
| NVMe SSD 256GB | 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
This kit is ideal for students and hobbyists aged 16-21 venturing into edge AI and computer vision. Perfect for CBSE Class 11-12 computer science projects, B.Tech ECE/EEE students preparing for Smart India Hackathon, and ATL Tinkering Lab enthusiasts building advanced prototypes. It also fits neatly into IIT/NIT/VIT/BITS engineering projects focused on embedded vision and real-time analytics.
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 on your kit to access the AI companion; it's preloaded with common pitfalls and step-by-step guides. You can also reach our team on WhatsApp for personalized debugging help.
Can this doorbell really analyze exercise form?
Yes — the Hailo-8L accelerates MediaPipe BlazePose to 60 fps, allowing the system to track joints and angles in real time and provide feedback on form during squats, lunges, or push-ups directly on the built-in display.
Does it require an internet connection?
All pose detection runs locally on the AI HAT+, so no cloud connectivity is needed. You only need internet for initial software setup and optional remote access.
Can I add my own custom pose analysis later?
Absolutely. The kit includes a fully open Python environment; you can modify the BlazePose pipeline to detect custom poses or integrate with home automation systems via GPIO or MQTT.
Doorbell Security — MediaPipe BlazePose accelerated on Hailo-8L detects 33 body landmarks at 60fps — real-time exercise form analysis.
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