US 12,125,137 B2
Room labeling drawing interface for activity tracking and detection
Judah Tveito, Las Cruces, NM (US); Bryan John Chasko, Las Cruces, NM (US); and Hannah S. Rich, Las Cruces, NM (US)
Assigned to Electronic Caregiver, Inc., Las Cruces, NM (US)
Filed by Electronic Caregiver, Inc., Las Cruces, NM (US)
Filed on May 11, 2021, as Appl. No. 17/317,750.
Claims priority of provisional application 63/024,375, filed on May 13, 2020.
Prior Publication US 2021/0358202 A1, Nov. 18, 2021
Int. Cl. G06T 15/20 (2011.01); G06N 3/084 (2023.01); G06N 20/00 (2019.01); G06T 11/20 (2006.01); G08B 21/04 (2006.01); H04L 65/1063 (2022.01); H04L 67/02 (2022.01); H04W 4/33 (2018.01); H04W 4/38 (2018.01)
CPC G06T 15/205 (2013.01) [G06N 3/084 (2013.01); G06N 20/00 (2019.01); G06T 11/203 (2013.01); G08B 21/0476 (2013.01); G08B 21/0492 (2013.01); H04L 65/1063 (2013.01); H04L 67/02 (2013.01); H04W 4/33 (2018.02); H04W 4/38 (2018.02)] 20 Claims
OG exemplary drawing
 
1. An intelligent secure networked architecture configured by at least one processor to execute instructions stored in memory, the architecture comprising:
a data retention system and a machine learning system;
a web services layer providing access to the data retention and the machine learning systems; and
an application server layer that:
provides a user-facing application that accesses the data retention and the machine learning systems through the web services layer; and
performs processing based on user interaction with an interactive graphical user interface provided by the user-facing application, the user-facing application configured to execute instructions for a method for room labeling for activity tracking and detection, the method comprising:
making a 2D sketch of a first room on the interactive graphical user interface, comprising:
prompting a user, via guided interaction, to draw the 2D sketch of the first room;
using machine learning to turn the 2D sketch of the first room represented as a matrix of numbers where each number represents a value of an individual pixel into a 3D model in a form of a matrix of numbers representing dimensions of the first room;
correcting an error within the 3D model;
performing the processing transparently to the user without disruption with an exceeded threshold triggering the processing transparently; and
tracking a location and movement of a dementia patient within the 3D model in real-time for an emergency response.