Kristin J Anderson

US Patent:

20230016464, Jan 19, 2023

Filed:

Jul 14, 2021

Appl. No.:

17/375982

Inventors:

- Milwaukee WI, US
Justin Tyler Wright - San Ramon CA, US
Ravi Soni - San Ramon CA, US
James Gualtieri - Pittsburgh PA, US
Kristin Anderson - Alameda CA, US

International Classification:

G06T 7/38
G06N 20/00
G06K 9/62
G06K 9/32
G06T 7/00
G06T 7/11
G06T 7/136
G06F 3/0484

Abstract:

The current disclosure provides methods and systems for visualizing, comparing, and navigating through, labeled image sequences. In one example, a degree of variation between a plurality of labels for an image in a sequence of images may be encoded as a comparison metric, and the comparison metric for each image may be graphed as a function of image position in the sequence of images, thereby providing a contextually rich view of label variation as a function of progression through the sequence of images. Further, the encoded variation of image labels may be used to automatically flag inconsistently labeled images, wherein the flagged images may be highlighted in a graphical user interface presented to a user, pruned from a training dataset, or a loss associated with the flagged image may be scaled based on the encoded variation during training of a machine learning model.

US Patent:

20170192628, Jul 6, 2017

Filed:

May 10, 2016

Appl. No.:

15/151206

Inventors:

- Schenectady NY, US
Kristin Anderson - Alameda CA, US
Clement Chi - San Ramon CA, US

International Classification:

G06F 3/0482
G06F 3/0488
G06F 3/0484
H04L 12/24
H04L 12/26

Abstract:

This disclosure provides for a system and method for managing network-connected industrial assets. A user may request monitored data for one or more of the network-connected industrial assets using a client device that is communicatively coupled to an Industrial Internet of Things (IIoT) machine. The IIoT machine monitors and records data for various metrics for one or more industrial assets communicatively coupled to the IIoT machine. Using the client device, the user can request the display of various views of the one or more industrial assets including a hierarchical tree structure and a topology view. Furthermore, the hierarchical tree structure and topology view are designed to be simultaneously displayed by the client device so that the user can view information about a selected industrial asset from either the hierarchical tree structure, the topology view, or both.