Phi M Tran

US Patent:

20220414279, Dec 29, 2022

Filed:

Aug 30, 2022

Appl. No.:

17/823205

Inventors:

- Denver CO, US
Phi Tran - Garden Grove CA, US

International Classification:

G06F 30/13
G06N 3/08
G06N 3/04

Abstract:

Introduced here computer programs and associated computer-implemented techniques for modeling interior spaces based on an analysis of digital images of those interior spaces. These computer programs can be trained to accomplish this without using extensive sets of labeled data. Instead, these computer programs are able to effectively supplement labeled data with unlabeled data to accurately model interior spaces in settings where limited labeled data is available. Such an approach allows these computer programs to establish the layouts of interior spaces without extensive knowledge of those interior spaces and without users, who are responsible for generating the digital images, interacting with the surroundings in a meaningful way.

US Patent:

20220284146, Sep 8, 2022

Filed:

Aug 13, 2021

Appl. No.:

17/401912

Inventors:

- Denver CO, US
Phi TRAN - Garden Grove CA, US

International Classification:

G06F 30/13
G06N 3/04
G06N 3/08

Abstract:

Introduced here computer programs and associated computer-implemented techniques for modeling interior spaces based on an analysis of digital images of those interior spaces. These computer programs can be trained to accomplish this without using extensive sets of labeled data. Instead, these computer programs are able to effectively supplement labeled data with unlabeled data to accurately model interior spaces in settings where limited labeled data is available. Such an approach allows these computer programs to establish the layouts of interior spaces without extensive knowledge of those interior spaces and without users, who are responsible for generating the digital images, interacting with the surroundings in a meaningful way.