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…
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Self-Service Kiosk Hardware: Touch, Peripherals and 7×24 Operation
Self-service kiosks — information points, queue terminals, self-checkout, vending — share one characteristic: they sit in public spaces, run unattended, and a failur…
Hotel TV Box Deployment: What Guest-Room Rollouts Demand
A TV box for a hotel room and one bought for home are entirely different propositions. Home use needs “it plays.” A hotel needs “several hundred units that all behav…
Retail POS Terminal Hardware: Interfaces, Stability and Fleet Deployment
The device on a checkout counter looks like “a small computer running POS software,” but retail demands are nothing like home use: a pile of peripherals attached sim…
Mini PC or Edge Box: How to Decide Between Two Form Factors
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…
Choosing Within the HS89 Series: T15 Stick, PRO 15 and MINI 15
The HS89 series likewise spans stick and box shapes, and selecting within it is less about comparing specifications than about fixing the form factor first. The seri…
Choosing Within the HS86 Series: Stick, MINI and PRO
Several form factors within one series look like a specification ladder, but often are not. Stick, MINI and PRO address different installation conditions and usage p…
EDGE RK3576 or RK3588-4D32: How to Choose Between the Two
Choosing between models in the same series is harder than choosing between series — the enclosure and connector layout look alike, and the spec sheet does not obviou…
Choosing Between Two NAS Options: 4-Bay RK3588 vs the RK3572 Storage Box
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…
Custom PCBA Requirements: 12 Things to Specify Before Requesting a Quote
“I want a custom board” is not a quotable sentence. Not because suppliers are unwilling, but because too much is missing — how many interfaces, what dimensions, whic…