公开(公告)号：US20210142116A1

公开(公告)日：2021-05-13

申请号：US16678708

申请日：2019-11-08

Applicant: Ford Global Technologies, LLC

Inventor： Nikita Jaipuria ,  Rohan Bhasin ,  Shubh Gupta ,  Gautham Sholingar

IPC: G06K9/62 ,  G06T7/11 ,  G06N3/08 ,  G06N3/04

Abstract: The present disclosure discloses a system and a method. The system and the method generate, via a deep neural network, a first synthetic image based on a simulated image, generate a segmentation mask based on the synthetic image, compare the segmentation mask with a ground truth mask of the synthetic image, update the deep neural network based on the comparison, and generate, via the updated deep neural network, a second synthetic image based on the simulated image.