AIWalker

Sep 2, 2025 · Artificial Intelligence

BEVANet’s Triple Boost for Real-Time Segmentation: Field, Edge, Speed

BEVANet tackles the efficiency‑accuracy trade‑off in real‑time semantic segmentation by integrating large‑kernel attention, an efficient visual attention (EVA) module, a bilateral architecture, and boundary‑guided adaptive fusion, delivering up to 81 % mIoU on Cityscapes at 33 FPS and surpassing prior state‑of‑the‑art models on both accuracy and speed.