Feeding Multiple Cameras into RK3588: MIPI, USB and RTSP Compared
Native MIPI, USB cameras and RTSP streams — bandwidth ceilings and best-fit scenarios for each route.
标签：Edge AI
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RK3588 NPU on the Production Line: What 6 TOPS Actually Delivers
From defect sorting to code reading — real workloads and deployment costs for RK3588 NPU in industrial vision.
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.
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.
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.
Embedded Device Power Budgeting: How to Size It So the Field Does Not Bite
Power problems in embedded projects have a signature: they never appear in the lab and always appear in the field. The reason is simple — the lab has short leads, an…
Energy Monitoring Gateway Selection: Serial Ports, Networking and Edge Compute
In energy management, power monitoring and consumption data acquisition, the gateway plays an unglamorous but critical role: it talks downwards to meters and devices…
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…
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…
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…