Containerised CV Retail Analytics Kit - YOLOv8 on Portenta X8
Deploy a Containerised CV Retail Analytics System with YOLOv8 on Portenta X8
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 retail spaces with real-time zone analytics using YOLOv8 object detection running inside a Docker container on the dual-core Arduino Portenta X8, while the onboard M4 microcontroller drives a WS2812B LED strip to show zone occupancy. This kit equips you to build a deployable edge device that logs dwell time per product area, enabling data-driven merchandising decisions.
What You'll Build
A self-contained analytics unit that mounts in a retail ceiling, captures video via the Portenta Vision Shield, runs YOLOv8 within a Docker container on the Portenta X8's A53 Linux core, and records dwell time per predefined zone to an SD card. The M4 core simultaneously animates a 30-LED WS2812B strip, changing colours to indicate real-time customer presence in each zone.
What You'll Learn
- Deploying YOLOv8 object detection inside a Docker container on the Portenta X8's embedded Linux environment
- Configuring dual-core operation: A53 handles CV inference while M4 manages I/O and LED animations
- Integrating DS3231 RTC for accurate dwell-time stamping and microSD logging of zone data
- Soldering and assembling a DIN-rail enclosure with regulated 24V-to-5V power, including noise filtering for stable sensor operation
Kit Contents
| Component | Quantity |
|---|---|
| Arduino Portenta X8 | 1 |
| Portenta Vision Shield | 1 |
| Portenta Max Carrier | 1 |
| WS2812B 30-LED Strip | 1 |
| DS3231 RTC | 1 |
| MicroSD Module | 1 |
| LM2596 Buck Converter | 1 |
| 470? Resistors | 5 |
| 100nF Caps | 10 |
| PCB Prototype Board | 3 |
| DIN Rail Enclosure | 1 |
| 24V 5A PSU | 1 |
| Soldering Iron | 1 |
| Solder Wire | 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
Retail technology startups building proof-of-concept analytics for chain stores, B.Tech/M.Tech final-year students working on computer vision projects at IITs, NITs, or VIT, Smart India Hackathon participants tackling retail innovation, and industrial R&D teams prototyping edge AI solutions for brick-and-mortar analytics will find this kit aligns with real-world deployment requirements.
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 the box to start a session with the AI companion trained on this kit, or message us on WhatsApp for direct guidance.
Can this kit be adapted for counting people in different zone layouts?
Yes, you can redefine detection zones by adjusting ROI coordinates in the Python script and modifying the LED mapping accordingly.
Does the YOLOv8 model run entirely on the Portenta X8 without an internet connection?
Once deployed, the Docker container runs locally on the A53 core; no internet is required during normal operation, only for initial model loading or updates.
What kind of dwell-time accuracy can I expect?
The DS3231 RTC timestamps entries with �1 second accuracy per detection, and the system logs zone-wise dwell duration to the SD card in CSV format for further analysis.
YOLOv8 in Docker on X8 A53 counts customer dwell time per product zone. M4 drives LED zone indicators.
What's in this kit
Choose your assembly option:
- Soldering Kit - 25W soldering iron, 60/40 solder wire, flux, and small perfboard for permanent assembly.
- Breadboard Combo - 800-point full-size breadboard with 65-piece jumper wire pack for solderless prototyping.
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