Industrial Vision Inspection Terminals: Cameras, Compute and Line Integration
Treating a vision inspection terminal as “a computer that runs a model” is the most common misunderstanding in these projects. A vision system on a production line i…
Treating a vision inspection terminal as “a computer that runs a model” is the most common misunderstanding in these projects. A vision system on a production line i…
After the SoC is settled, one choice is often overlooked: form factor. The same compute in a mini PC versus an edge box differs greatly in mounting, thermal path, co…
With a self-built NAS, the hard part is rarely “should I build one” but “which tier.” Pick too low and you want to replace it within a year; pick too high and the ex…
Anyone buying embedded hardware for the first time tends to assume the flow is “pick a model — place the order — receive it.” In real projects there are usually six…
Controller selection for AGVs, AMRs and service robots often starts with “how many TOPS do we need.” What actually decides whether a project lands cleanly is somethi…
From soft routers to digital signage, RK3588 mini PCs are now a practical x86 replacement in five everyday scenarios.
One of the most underrated decisions at the start of a hardware project is whether to use a system-on-module or a single-board computer. Early on it looks like a que…
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.
RK3588S edge-computing development board: 8-core CPU, 8K video output and decoding, 6 TOPS NPU, dual MIPI camera and voice recognition support.