公开(公告)号：US20240362470A1

公开(公告)日：2024-10-31

申请号：US18479893

申请日：2023-10-03

申请人： MACRONIX INTERNATIONAL CO., LTD.

发明人： Yu-Chen LU ,  Sheng-Feng YU ,  Wei-Cheng LIN ,  Chi-Chih CHANG ,  Pei-Shuo WANG ,  Kuan-Cheng LIN ,  Kai-Chiang WU

IPC分类号： G06N3/0495 ,  G06N3/08 ,  G06V20/58

CPC分类号： G06N3/0495 ,  G06N3/08 ,  G06V20/58

摘要： The application provides a panoramic perception method, system and a non-transitory computer readable medium. The panoramic perception method comprises: performing a first pretraining on a plurality of weights of a training model using the source database; performing a second pretraining with data augmentation on the plurality of weights of the training model using the source database; performing a combined training on the plurality of weights of the training model using both the source database and the target database; performing a quantization-aware training on the plurality of weights of the training model using the source database and the target database; performing a post training quantization on the plurality of weights of the training model using the target database; and performing panoramic perception by the training model.