The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 30, 2020
Filed:
Jun. 28, 2018
Uber Technologies, Inc., San Francisco, CA (US);
Chandan Prakash Sheth, Fremont, CA (US);
Minzhen Yi, Madison, WI (US);
Livia Zarnescu Yanez, Menlo Park, CA (US);
Sheng Yang, Fremont, CA (US);
Shivendra Pratap Singh, Redwood City, CA (US);
Alvin AuYoung, San Jose, CA (US);
Vikram Saxena, Cupertino, CA (US);
Uber Technologies, Inc., San Francisco, CA (US);
Abstract
Systems and methods of deep learning coordinate prediction using satellite and service data are disclosed herein. In some example embodiments, for each one of a plurality of places, a computer system trains a deep learning model based on training data of the plurality of places. The deep leaning model is configured to generate a predicted geographical location of a place based on satellite image data and service data associated with the place. The training data for each place comprises satellite image data of the place, service data, and a ground truth geographical location of the place. The service data comprises at least one of pick-up data indicating a geographical location at which a provider started transporting a requester in servicing a request associated with the place or drop-off data indicating a geographical location at which the provider completed transporting the requester in servicing the request associated with the place.