Enabling Fully Integer-Only Inference for Lightweight Detection Transformers

Thanh Cong Le, Michal Szczepanski, Martyna Poreba

Vision Transformer detectors now approach the accuracy of CNNs but remain difficult to deploy on NPUs and microcontrollers because key components, including deformable attention, f…