公开(公告)号：US12165379B2

公开(公告)日：2024-12-10

申请号：US17581423

申请日：2022-01-21

Applicant: Lemon Inc.

Inventor： Linjie Yang ,  Yiming Cui ,  Ding Liu

IPC: G06K9/00 ,  G06T7/70 ,  G06V10/40 ,  G06V10/70 ,  G06V10/764 ,  G06V10/82 ,  G06V10/94

Abstract: Described are examples for detecting objects in an image on a device including setting, based on a condition, a number of sparse proposals to use in performing object detection in the image, performing object detection in the image based on providing the sparse proposals as input to an object detection process to infer object location and classification of one or more objects in the image, and indicating, to an application and based on an output of the object detection process, the object location and classification of the one or more objects.

公开(公告)号：US20240168991A1

公开(公告)日：2024-05-23

申请号：US18057008

申请日：2022-11-18

Applicant: Lemon Inc.

Inventor： Linjie Yang ,  Yiming Cui ,  Haichao Yu

IPC: G06F16/538 ,  G06V10/42 ,  G06V10/77 ,  G06V10/774 ,  G06V10/82 ,  G06V20/70

CPC classification number: G06F16/538 ,  G06V10/42 ,  G06V10/7715 ,  G06V10/774 ,  G06V10/82 ,  G06V20/70

Abstract: Object detection using a transformer-based object detection model includes randomly initializing basic queries for the model, modulating the basic queries based on semantics of input images, and training the model basic on features extracted from input images and the modulated queries.