The TVI1710R is a high-performance M.2 2280 AI accelerator card designed around the Rockchip RK1828 AI coprocessor. It integrates a triple‑core 64‑bit RISC‑V processor, an NPU delivering 20 TOPS@INT8 computing power, and 5 GB of high‑bandwidth DRAM. Supporting multiple integer and floating‑point precision formats, it enables on‑device AI inference acceleration and is well suited for large‑model deployment, machine vision, and a wide range of AIoT applications.