公开(公告)号：US20230206067A1

公开(公告)日：2023-06-29

申请号：US18111756

申请日：2023-02-20

Applicant: Lemon Inc.

Inventor： Peng Wang ,  Heng Wang ,  Xianhang Li ,  Xinyu Li

IPC: G06N3/08 ,  G06N3/0455 ,  G06V10/75 ,  G06V10/771 ,  G06V10/77 ,  G06V10/82 ,  G06V20/40

CPC classification number: G06N3/08 ,  G06N3/0455 ,  G06V10/751 ,  G06V10/771 ,  G06V10/7715 ,  G06V10/82 ,  G06V20/46

Abstract: Systems and methods for performing temporal progressive learning for video processing are provided herein. Some examples include receiving a video that includes a plurality of frames, extracting a first subset of frames from the plurality of frames, and inputting the first subset of frames into a model that includes an encoder and a decoder. The examples further include comparing a first output of the model to the first subset of frames and updating the encoder, thereby training the encoder, and extracting a second subset of frames from the plurality of frames. The second subset of frames includes a number of frames that is larger than a number of frames in the first subset of frames. The examples further include inputting the second subset of frames into the model, comparing a second output of the model to the second subset of frames and updating the encoder, thereby further training the encoder.