Jayoung Lee

SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles

Several recent works seek to create lightweight deep networks for video object detection on mobiles. We observe that many existing detectors, previously deemed computationally costly for mobiles, intrinsically support adaptive inference, and offer a multi-branch object detection framework (MBODF). H…