公开(公告)号：US20250078495A1

公开(公告)日：2025-03-06

申请号：US18933406

申请日：2024-10-31

Applicant: Samsung Electronics Co., Ltd.

Inventor： Umberto MICHIELI ,  Mete OZAY ,  Jijoong MOON ,  Daehyun KIM ,  Elena CAMUFFO

IPC: G06V10/98 ,  G06V10/774 ,  G06V10/778 ,  G06V10/82

Abstract: The present disclosure relates to a computer-implemented method of performing a computer vision task. The computer-implemented method comprises: receiving a corrupted image from a camera; estimating a corruption type of the corrupted image using a corruption identification module; obtaining normalisation parameters associated with the estimated corruption type; updating a computer vision model, trained to perform the task, by replacing normalisation parameters of the computer vision model with the obtained normalisation parameters; and performing the task using the updated computer vision model.

公开(公告)号：US20240257800A1

公开(公告)日：2024-08-01

申请号：US18405666

申请日：2024-01-05

Applicant: Samsung Electronics Co., Ltd.

Inventor： Umberto MICHIELI ,  Mete OZAY ,  Edward FISH

IPC: G10L15/06 ,  G10L15/30

CPC classification number: G10L15/063 ,  G10L15/30

Abstract: The present techniques generally relate to a computer-implemented method for personalising automatic speech recognition (ASR) or other general-purpose models using mixed precision (MP) quantization. Each model is personalised on a user device or server to a target memory budget B using user data.