公开(公告)号：US20230128637A1

公开(公告)日：2023-04-27

申请号：US17888138

申请日：2022-08-15

申请人： Samsung Electronics Co., Ltd.

发明人： Alexandros KOURIS ,  Stylianos I. Venieris ,  Stefanos Laskaridis ,  Ilias Leontiadis

IPC分类号： G06T7/12 ,  G06V10/70

摘要： Broadly speaking, the present techniques generally relate to a method for training a machine learning, ML, model to perform semantic image segmentation, and to a computer-implemented method and apparatus for performing semantic image segmentation using a trained machine learning, ML, model. The training method enables a semantic image segmentation ML model that is able to make predictions faster, without significant loss in accuracy. The training method also enables the ML model to be implemented on apparatus with different hardware specifications, i.e. different computational power and memory, for example.