NEURAL NETWORK CLASSIFIER FOR DETECTION OF TRAVEL MODE ASSOCIATED WITH COMPUTING DEVICES
Patent №
US 10,952,026
Granted
2021-03-16
Filed 2019
Owner
MAPBOX, INC.
Lab
—
AI components
4
ml · vision · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16669431
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 is calculated from the sets of values corresponding to the metrics, and the set of derived values is input to a neural network classification model to determine whether the received digital data represents movement of a first type. 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.
AI classification
Ownership
MAPBOX, INC.
assignment · 509010020
Assignors
CHAI, LILY, TACCHI, RUGGERO ALTAIR
On an employer assignment, the assignors are typically the inventors.