公开(公告)号：US20240311997A1

公开(公告)日：2024-09-19

申请号：US18589658

申请日：2024-02-28

Applicant: Kioxia Corporation

Inventor： Shuhei IIJIMA ,  Osamu YAMANE ,  Youyang NG ,  Yuchieh LIN ,  Takuji OHASHI ,  Takeshi FUJIWARA

IPC: G06T7/00 ,  G06T5/50 ,  G06T7/194 ,  G06V10/44 ,  G06V10/764 ,  G06V20/70

CPC classification number: G06T7/0008 ,  G06T5/50 ,  G06T7/194 ,  G06V10/44 ,  G06V10/764 ,  G06V20/70 ,  G06T2207/20224 ,  G06T2207/30148

Abstract: A semiconductor image processing apparatus including a processing circuitry, the processing circuitry configured to identify a label corresponding to a feature amount included in an input image by using an identifier, learn a model for inferring the feature amount included in the input image and learns the identifier, and perform additional learning of the model based on the input image and the learned identifier.

公开(公告)号：US20230290125A1

公开(公告)日：2023-09-14

申请号：US17942815

申请日：2022-09-12

Applicant: Kioxia Corporation

Inventor： Bo WANG ,  Youyang NG ,  Yuchieh LIN ,  Kengo NAKATA ,  Takeshi FUJIWARA

IPC: G06V10/774 ,  G06V10/40 ,  G06V10/82 ,  G06V10/764 ,  G06V20/70 ,  G06V10/776

CPC classification number: G06V10/7747 ,  G06V10/40 ,  G06V10/82 ,  G06V10/764 ,  G06V20/70 ,  G06V10/776

Abstract: An image processing apparatus has a first image acquisitor that acquires a source image, a second image acquisitor that acquires a first target image, a label acquisitor that acquires a label, a feature extractor including a first neural network that extracts a feature of the source image and a feature of the first target image, a class classifier including a second neural network that performs a class classification of the source image and the first target image, a domain classifier including a third neural network that performs a domain classification of the source image and the first target image, a processor that assigns a pseudo label to the first target image, a self-learner that performs a self-learning of the first neural network, the second neural network, and the third neural network, and a learner that learns the first, second and third neural networks, by performing a back propagation process.