公开(公告)号：US20240119710A1

公开(公告)日：2024-04-11

申请号：US18542133

申请日：2023-12-15

Applicant: Intel Corporation

Inventor： Anmol Bhasin ,  Shekar Ramachandran ,  Rudra Nath Palit ,  Rupali Agrahari ,  Sai Pramod Gadam

IPC: G06V10/774 ,  G06V10/776 ,  G06V10/82 ,  G06V20/40 ,  G06V40/16

CPC classification number: G06V10/774 ,  G06V10/776 ,  G06V10/82 ,  G06V20/40 ,  G06V40/16

Abstract: Methods, systems, apparatus, and articles of manufacture to augment training data based on synthetic images are disclosed. An example apparatus disclosed herein includes programmable circuitry to generate, with one or more first layers of a generative adversarial network (GAN), a latent representation corresponding to a first image representative of a first racial domain, generate, with one or more second layers of the GAN, a second image based on the latent representation, the second image corresponding to a second racial domain different from the first racial domain, and augment a training dataset based on the second image.

公开(公告)号：US20240256978A1

公开(公告)日：2024-08-01

申请号：US18618925

申请日：2024-03-27

Applicant: Intel Corporation

Inventor： Shekar Ramachandran ,  Rupali Agrahari ,  Himanshu Singh ,  Rudra Nath Palit ,  Anmol Bhasin

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: An example apparatus disclosed includes interface circuitry, machine readable instructions, and programmable circuitry to at least one of execute or instantiate the machine readable instructions to send a global model to one or more collaborator models, the one or more collaborator models training on a local dataset associated with a collaborator model, receive one or more collaborator models trained on the local dataset, compute a similarity measurement between the global model and at least one collaborator model, determine aggregation for the global model based on the computed similarity measurement, aggregate one or more one or more collaborator models based on the determined aggregation, and update the global model based on the aggregation.