🚀 Just completed a full pipeline for YOLOv5 on the #RK3568!

From local training on Windows to real-time NPU inference on the dev board.

✅ YOLOv5 Custom Training
✅ .pt ➡️ .onnx ➡️ .rknn conversion
✅ RKNN-Toolkit2 & RKNPU2 optimization
✅ Successful board-level deployment

The RK3568 is a beast for edge AI when the conversion is done right! 🛠️💻
https://www.forlinx.net/industrial-news/yolov5-training-rk3568-rknn-deployment-guide-775.html

#AIoT #EmbeddedSystems #YOLOv5 #Rockchip #ComputerVision #EdgeAI

Flashing Linux images on RK3568 made simple ⚙️
This guide shows how to flash boot.img & rootfs.img via TFTP + U-Boot on the Forlinx RK3568 dev board.

✔️ Fast network flashing
✔️ Clear eMMC partitioning
✔️ Industrial-grade reliability
✔️ Ready for AI & edge apps
https://www.forlinx.net/industrial-news/forlinx-rk3568-tftp-flash-guide-766.html

#RK3568 #EmbeddedLinux #Forlinx #TFTP #UBoot #IoT #EdgeAI

16 years (minus 2 days) after the first #barebox release (v2009.12.0), we're happy to announce barebox v2025.12.0!

On top of a healthy amount of cleanup and bug fixes, 2 new features stand out:

📺 On Rockchip #RK3566 / #RK3568, MIPI-#DSI displays are now supported (pictured here running #bareDOOM).

🏭 For the barebox TLV factory data format, signatures can now be generated & verified. (See the upcoming FOSDEM talk: https://fosdem.org/2026/schedule/event/97DP7F-tamper-resistant_factory_data_from_the_bootloader/ for more info).

Release notes: https://github.com/barebox/barebox/releases/tag/v2025.12.0

OSHW: Small tablet based on RK3568 and AMOLED screen

https://oshwhub.com/oglggc/rui-xin-wei-rk3568-si-ceng-jia-li-chuang-mian-fei-gong-yi

#HackerNews #OSHW #SmallTablet #RK3568 #AMOLED #Innovation

Build and customize Linux on the RK3568 platform with Buildroot!
Easily configure and port libraries like Python3 for your Forlinx SBC.
Learn More 👉
https://www.forlinx.net/industrial-news/rk3568-buildroot-configure-port-libraries-736.html

#ForlinxEmbedded #RK3568 #Buildroot #EmbeddedLinux #IoT #EdgeComputing

ArmSoM-#RK3568 IP-KVM: PS2 Legacy Support + Industrial Control Redefined!
► 2K Zero-Latency Video ✔️
► Deterministic <1ms KVM ✔️
Deploy Anywhere, Command Everything

#embedded #iot #linux #rockchip #sbc #raspberrypi #RK3588 #DIY

https://youtu.be/yo9L01RLo_U