The RK3576 Edge-AI Box: Which Models Fit in 6 TOPS
Edge AI doesn’t start at LLMs. RK3576’s 6-TOPS NPU matches mature vision models precisely.
Measured frame rates
- YOLOv5s (640): ~20 fps;
- YOLOv8n (640): ~25 fps;
- Lightweight pose: single person at 15 fps;
- PaddleOCR detect+recognize: 1-2 s per page — fine for form workflows.
Engineering guidance
Single-stream detection at 15-25 fps is RK3576’s sweet spot; multi-stream or high-frame-rate needs step up to RK3588. RKNN model conversion tutorials are in our documentation center.
Related products: edge-rk3576-v11. Manuals, firmware and SDKs are in the Hugsun Documentation Center; contact us via the website for volume / ODM programs.
