# Ryan Walker's 4reel board adds Linux stereo vision to robots for $110

> **Key takeaway:** Hardware hacker Ryan Walker developed a self-contained stereo vision board around the Rockchip RV1103 SoC that runs Linux and processes depth data without an external computer.

**Published:** 2026-10-21T14:38:35+00:00 
**Source:** Hackster.io News 
**Category:** open-hardware 
**Canonical URL:** https://fosswire.org/news/ryan-walkers-4reel-board-adds-linux-stereo-vision-to-robots-.html 

## Summary
The 4reel Stereo Camera board pairs a Rockchip RV1103 processor with two OV9281 cameras to create a standalone depth-sensing peripheral for embedded projects. It outputs processed data over serial, freeing host microcontrollers for other tasks. Walker built the system with Buildroot and plans a small production run at $110 per board after fixing hardware issues in the initial design.

## How the 4reel board processes depth
- **Rockchip RV1103 SoC**: 1.1 GHz Arm Cortex-A7, 64 MB DDR2 RAM, MIPI CSI-2 interface in QFN-88 package
- **Cameras**: Two OV9281 sensors with horizontal separation for stereo disparity
- **Depth calculation**: Rockchip Video Engine's hardware-accelerated SAD (sum of absolute differences) engine matches features between camera images; horizontal displacement correlates with distance
- **Software stack**: Buildroot-based Linux with Rockchip vendor drivers for MIPI and hardware acceleration; Video4Linux2 camera interface
- **Connectivity**: USB-C configurable for Ethernet and SSH; serial output to host microcontroller
- **PCB**: Four-layer design with controlled-impedance traces for MIPI, USB, and Ethernet

## Why it matters
The board lowers the barrier to stereo vision for hobbyist robotics by integrating processing and offering a serial peripheral interface familiar to Arduino users. Walker's use of Buildroot and mainline Linux interfaces like V4L2, despite requiring some Rockchip vendor components, provides a more open foundation than typical closed-camera modules.