公开(公告)号：US20240144424A1

公开(公告)日：2024-05-02

申请号：US17976233

申请日：2022-10-28

Applicant: X Development LLC

Inventor： Hongxu Ma ,  Yuchi Ma ,  Hong Wu

IPC: G06T3/4053 ,  G06V10/44 ,  G06V20/10 ,  G06V20/13

CPC classification number: G06T3/4053 ,  G06V10/44 ,  G06V20/13 ,  G06V20/188

Abstract: Implementations are described herein for using one or more transformer networks to generate inferred image data based on processing image data capturing a particular geographic area during a particular time period, including first image data captured in a first spectral band and at a first spatial (and/or temporal) resolution and second image data captured in a second spectral band and at a second spatial (and/or temporal) resolution. The inferred image data can include second spectral information at the first spatial (and/or temporal) resolution, or vice versa. Thus, the spatial and/or temporal resolution of image data of a certain spectral band can be improved, allowing for more effective usage of satellite imagery in agricultural settings.