loading…

Domains Projects Stack Process Contact

Engineering notes

Field notes from production projects — architecture, tradeoffs, lessons. No empty theory.

All AI AIoT Architecture Edge AI Embedded ISO 9001 MES Next.js PLC Pattern Production RAG RSC React Rockchip Security Server Actions Vietnamese YOLOv8

Apr 22, 20262 min read
$8 Edge AI: running YOLOv8 on a 0.5-TOPS Rockchip RV1106 NPU
Quantization-aware training matters more than post-training quant. INT8 RKNN cuts size 3× with <2% accuracy loss. Offline-first saves the day when 4G drops.
AIoTEdge AIYOLOv8

nhatanh.tech

Software. Sensors. Machines.

build v0.2.0 · encrypted · audited

Explore

Domains
Projects
Stack
Contact

Connect

admin@nhatanh.tech
Zalo · 0912365561

© 2026 nhatanh.tech — All rights reserved.

crafted in vietnam · runtime: next.js 15

Engineering notes — nhatanh.tech