公开(公告)号：EP4385090A1

公开(公告)日：2024-06-19

申请号：EP22805910.1

申请日：2022-11-01

申请人： Turun Ammattikorkeakoulu Oy

发明人： The designation of the inventor has not yet been filed

IPC分类号： H01M10/613 ,  H01M10/615 ,  H01M10/647 ,  H01M10/65 ,  H01M50/15 ,  H01M50/155 ,  H01M50/159 ,  H01M50/16

CPC分类号： H01M50/15 ,  H01M50/155 ,  H01M50/159 ,  H01M50/16 ,  H01M10/613 ,  H01M10/615 ,  H01M10/647 ,  H01M10/65

公开(公告)号：EP4278404A1

公开(公告)日：2023-11-22

申请号：EP22715653.6

申请日：2022-04-01

申请人： Turun Ammattikorkeakoulu Oy

发明人： SAARILUOMA, Heikki

IPC分类号： H01M10/617 ,  H01M50/271 ,  H01M50/15 ,  H01M50/209 ,  H01M10/6567

公开(公告)号：EP4379609A1

公开(公告)日：2024-06-05

申请号：EP22210102.4

申请日：2022-11-29

申请人： Turun Ammattikorkeakoulu Oy

发明人： Khan, Mohammad ,  Khan, Suleiman ,  Kontio, Elina ,  Alhoniemi, Esa ,  Jafaritadi, Mojtaba

IPC分类号： G06N3/098

CPC分类号： G06N3/098 ,  G06N3/084 ,  G06N3/04

摘要： Disclosed is a method (100) and a system (200) for aggregation of semantic segmentation models from multiple collaborators (206). The method comprises selecting, in batches, at least two collaborators from the multiple collaborators. The method further comprises receiving corresponding semantic segmentation model information (208) from each of the at least two collaborators. The method further comprises assigning respective weight parameters to the semantic segmentation model information from each of the at least two collaborators. The method further comprises adding controlled noise to the weight parameters for the semantic segmentation model information from each of the at least two collaborators. The method further comprises generating an aggregated model (210) based on the semantic segmentation model information using the weight parameters with the noise added thereto from each of the at least two collaborators.