Invention Grant
- Patent Title: Method and apparatus for data efficient semantic segmentation
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Application No.: US17241848Application Date: 2021-04-27
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Publication No.: US11687780B2Publication Date: 2023-06-27
- Inventor: Qingfeng Liu , Mostafa El-Khamy , Jungwon Lee , Behnam Babagholami Mohamadabadi
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Gyeonggi-do
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Gyeonggi-do
- Agency: The Farrell Law Firm, P.C.
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/08 ; G06F18/2323 ; G06F18/2415 ; G06F18/2431 ; G06V30/19 ; G06V10/772 ; G06V10/774 ; G06V10/80 ; G06F18/2321 ; G06F18/25 ; G06N3/045 ; G06N3/04 ; G06N5/022 ; G06N5/025
Abstract:
A method and system for training a neural network are provided. The method includes receiving an input image, selecting at least one data augmentation method from a pool of data augmentation methods, generating an augmented image by applying the selected at least one data augmentation method to the input image, and generating a mixed image from the input image and the augmented image.
Public/Granted literature
- US20220004827A1 METHOD AND APPARTAUS FOR DATA EFFICIENT SEMANTIC SEGMENTATION Public/Granted day:2022-01-06
Information query
