公开(公告)号：US11625812B2

公开(公告)日：2023-04-11

申请号：US16786257

申请日：2020-02-10

Applicant: Microsoft Technology Licensing, LLC

Inventor： Ranveer Chandra ,  Peder Andreas Olsen ,  Mingmin Zhao

IPC: G06K9/62 ,  G06T5/00 ,  G06T5/50 ,  G06N3/08 ,  G06N3/04 ,  G01S13/90

Abstract: Examples disclosed herein are related to using a machine learning model to generate image data. One example provides a system, comprising one or more processors, and storage comprising instructions executable by the one or more processors to obtain image data comprising an image with unoccluded features, apply a mask to the unoccluded features in the image to form partial observation training data comprising a masked region that obscures at least a portion of the unoccluded features, and train a machine learning model comprising a generator and a discriminator at least in part by generating image data for the masked region and comparing the image data generated for the masked region to the image with unoccluded features.