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.

Date of Patent:
Dec. 03, 2019

Filed:

Oct. 04, 2017
Applicant:

Mapbox, Inc., San Francisco, CA (US);

Inventors:

Lily Chai, San Francisco, CA (US);

Morgan Herlocker, Oakland, CA (US);

Assignee:

MAPBOX, INC., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06K 9/00 (2006.01); G06N 5/02 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06K 9/0053 (2013.01); G06K 9/00523 (2013.01); G06K 9/6267 (2013.01); G06K 9/6282 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01);
Abstract

Digital data corresponding to a trace by a device is received. The digital data includes location data and time data obtained over a period of time and representing movement of the device. A set of derived values for the plurality of metrics are calculated from the sets of values corresponding to the metrics, and the set of derived values are compared to a binary classification model to determine whether the received digital data represents movement of a first type. The binary classification model was trained using a first set of traces representing the first type of movement and a second set of traces. In response to determining that the digital data represents movement of the first type, the received digital data corresponding to the trace is labelled with the first type of movement.


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