Pi 5 Real Time 6DoF Pose Estimation Kit
Raspberry Pi 5 6DoF Pose Estimation Kit — Robotic Pick & Place
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Equip your robotics lab with a compact, high-performance system that runs the DOPE (Deep Object Pose Estimation) network entirely on-device. This kit transforms a Raspberry Pi 5 paired with the official AI HAT+ into a 6DoF object localisation engine, enabling precise pick-and-place automation research without relying on cloud connectivity. You’ll go from unboxing to inferring object poses in real time, laying the foundation for autonomous grasping, bin picking, and assembly line vision systems.
What You'll Build
A real-time monocular 6DoF pose estimation pipeline that identifies and localises objects in 3D space. Using the onboard Hailo-8L accelerator and Pi Camera Module 3, this setup infers object position and orientation at interactive frame rates — ideal for prototyping robotic manipulator control loops. You’ll output bounding boxes and 6D pose vectors that can be streamed directly to ROS nodes for grasp planning and execution.
What You'll Learn
- Deploy and optimise the DOPE neural network on an embedded Hailo-8L AI accelerator
- Calibrate a monocular camera and map 2D detections to real-world 3D coordinates
- Convert 6DoF pose outputs into robot arm control commands using inverse kinematics
- Benchmark inference latency and memory usage on an NVMe SSD-backed system for deterministic pick-and-place cycles
Kit Contents
| Component | Quantity |
|---|---|
| Raspberry Pi 5 8GB | 1 |
| Raspberry Pi AI HAT+ | 1 |
| Pi Camera Module 3 | 1 |
| NVMe SSD 512GB | 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 final-year B.Tech students in ECE, EEE, or Robotics specialisations, researchers at IITs, NITs, VIT, and BITS pursuing robotic vision, and Smart India Hackathon teams building pick-and-place solutions. It’s equally valuable for ATL Tinkering Labs mentoring advanced projects and for DIY makers integrating real-time pose estimation into ROS-based manipulation setups.
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 open the AI companion. It knows every detail of this kit and can walk you through debugging steps. If you need a human touch, our WhatsApp support is active within hours.
Does this kit include the DOPE network pre-installed?
The NVMe SSD comes pre-flashed with the Raspberry Pi OS image and all required drivers. We provide the exact DOPE model weights and conversion scripts tuned for the Hailo-8L; you’ll go through the deployment yourself as part of the learning process.
What robot arms are compatible for pick-and-place integration?
Any robotic manipulator that accepts ROS topics or serial commands can be wired in. We’ve tested the output format with common Dynamixel- and Stepper-based arms used in research labs; the pose data is standard 6D vectors easily translated to gripper coordinates.
Can I run other pose estimation models like YOLOv8-pose on this hardware?
Yes. The Hailo-8L accelerator supports a wide range of neural network architectures. Once you’ve completed the DOPE pipeline, you can repurpose the same toolchain to deploy YOLOv8-pose or your custom model for alternative object localisation tasks.
DOPE pose estimation network on Pi 5 AI HAT+ localises 3D objects in 6DoF — robotic pick and place research.
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