公开(公告)号：US12067766B2

公开(公告)日：2024-08-20

申请号：US17551436

申请日：2021-12-15

Applicant: Intelligent Fusion Technology, Inc.

Inventor： Qi Zhao ,  Huong Ngoc Dang ,  Yi Li ,  Xin Tian ,  Nichole Sullivan ,  Genshe Chen ,  Khanh Pham

IPC: G06V10/94 ,  G06V10/764 ,  G06V10/77 ,  G06V10/82 ,  G06V10/96

CPC classification number: G06V10/95 ,  G06V10/764 ,  G06V10/7715 ,  G06V10/82 ,  G06V10/96

Abstract: A system includes: a named data networking (NDN) based Spark distributed computing network including a Spark distributed computing network including a master computer node and a plurality of slave computer nodes, and a named data networking (NDN) protocol installed on the Spark distributed computing network, and a coded distributed computing (CDC) target recognition model deployed on the NDN-based Spark distributed computing network. The NDN-based Spark distributed computing network is configured to: receive one or more batches of input images; generate a parity image from each batch of the input images; predict a label for each image of the batch of the input images; process the generated parity image; upon a label prediction of one image of the batch of the input images being unavailable, reconstruct the unavailable label prediction; and classify labels for the input images.