Multi-Camera MIPI Vision Design: Matching Interfaces, Bandwidth and Compute
In machine vision projects the camera count is usually fixed during requirements, but bandwidth rarely gets calculated first. The result is a board that drops frames…
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Deploying Models on the RK3588 NPU: From the RKNN Toolchain to Real 6 TOPS Throughput
Between the “6 TOPS” on a specification sheet and the frame rate you actually get lies an entire toolchain. Plenty of teams buy an RK3588 board only to discover that…
Inside the RK3518 Platform: An Android 14 + GMS Foundation for Entry-Level TV Boxes
The most overlooked thing about entry-level TV boxes is that users do not care about the SoC model at all. They care whether it boots quickly, whether the apps they…
Deploying the EDGE-RT28 Industrial Router Board: 3 LAN + 1 WAN, Wi-Fi 6 and ImmortalWrt
The dividing line between an industrial router and a consumer one is not the number of antennas. It comes down to three things: whether you can flash your own firmwa…
Building a Private Cloud on RK3588: 4-Bay SATA, Dual 2.5GbE and On-Board AI
Over the past two years, “keep your own data” has moved from a hobbyist habit to a practical requirement for small teams and households alike. Rate limits, price cha…
Turning an RK3528 Board into an fnOS NAS: A Low-Cost Setup Worth Trying
fnOS ARM support covers the RK3528 family. What an RK3528 board can do once flashed, how to flash it, and the pitfalls to avoid.
RK3566 + fnOS: A Complete Beginner’s Guide to Flashing a Budget NAS
The full path to running ARM fnOS on an RK3566 box or dev board: picking an image, line-flashing, moving the system to disk, and four mistakes that brick devices.
RK3528 vs RK3566 for an fnOS NAS: A Practical Buying Guide
Both are low-power Rockchip ARM platforms, but their fnOS image ecosystems, expansion and best-fit use cases differ. Check this before you choose.
From Prototype to Production: Certification, Thermal & Supply Chain for Embedded Hardware
Turning a development board into a shippable device crosses the “deep water” of engineering. This article walks through certification, thermal design and supply chain — the practical path from prototype to mass production. 1. Certification First Industry-facing devices often require CCC, CE, FCC or similar. Reserve certification margin at the carrier-design stage (EMC filtering, grounding, […]
RK3588 Platform Deep Dive: Why It Leads Embedded AI & Edge Computing
In the 2026 embedded and edge-computing market, the Rockchip RK3588 remains the benchmark SoC for high-end development boards and industrial mainboards. Built on an 8nm process, it integrates an octa-core 4×Cortex-A76 + 4×Cortex-A55 big.LITTLE architecture with a dedicated 6TOPS NPU, balancing general compute with on-device AI inference across commercial displays, edge gateways and AI vision […]