公开(公告)号：US20240233331A1

公开(公告)日：2024-07-11

申请号：US18542408

申请日：2023-12-15

Applicant: QUALCOMM Incorporated

Inventor： Avdhut JOSHI ,  Sajal MAHESHWARI ,  Ahmed Kamel SADEK

IPC: G06V10/764 ,  G06V10/82 ,  G06V20/58

CPC classification number: G06V10/764 ,  G06V10/82 ,  G06V20/58

Abstract: Disclosed are systems, apparatuses, processes, and computer-readable media for processing image data. For example, an apparatus can compute initial embeddings from a plurality of images. The apparatus can construct a graph comprising nodes representing the initial embeddings. The apparatus can further perform, based on the graph, a plurality of message passing steps successively to generate final embeddings. The apparatus can classify, using a classification engine, one or more objects in each of the plurality of images based on the final embeddings. The apparatus can further compute a classification loss based on the classifying of the one or more objects.