A Low-Power Sparse Convolution Accelerator with Idle-First-Task-Assignment for Edge Vision

Jingyue Zhuge, Johannes Partzsch, Christian Mayr

In recent years, edge-vision monitoring systems for applications such as smart animal husbandry have faced strict tripartite constraints: maintaining input resolution under extreme…