Frigate NVR on RK3588: NPU Person Detection Without the CPU Bill
Hook your cameras up to an RK3588 running Frigate — NPU-accelerated detection, measured CPU load and false-alarm rates.
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Jellyfin 4K Hardware Decode on RK3588: Tested and Tuned
How many 4K streams can RK3588’s VPU handle? Transcode vs direct play trade-offs and the Jellyfin settings that matter.
RK3588 All-in-One: Router, NAS and Media Box in One Machine
One RK3588 box running router, NAS and media server at once — partitioning, OS layout and power planning explained.
2026 ARM Edge Computing: Four Trends Reshaping the Landscape
NPU democratization, a maturing software stack, RISC-V flanking and energy efficiency as the #1 procurement metric — four structural shifts in edge computing.
RK3588 as a Soft Router: Dual 2.5 GbE + OpenWrt, Tested at Home
Turn an RK3588 mini PC into a soft router: throughput numbers, plugin ecosystem and the dual-role trick.
Choosing a Digital Signage Board: Are RK3566 and RK3399 Still Worth Buying?
4K splits, portrait orientation, dual-screen sync — what matters in a signage board, and where the two classic platforms stand now.
What Can RK3588’s 6-TOPS NPU Do? 8 Edge AI Deployments Already in Production
From security inspection to smart agriculture — eight edge AI scenarios where RK3588’s NPU is saving customers money today.
RK3518 Boxes: The Value Answer for Entry-Level 4K
Tight budget but still want real 4K and dual-band Wi-Fi? Why RK3518 is the optimal entry-level box platform.
Android 14 on TV Boxes: Smoother, Safer and Easier to Live With
From permission sandboxes to background scheduling, Android 14 brings more than a version bump to TV boxes.
Why TV Sticks Keep Growing: The Quiet Champion of Big-Screen-on-a-Budget
Smaller than a box, cheaper than a projector — TV sticks are quietly scaling in hotels, rentals and vehicles.