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.
Patent No.:
Date of Patent:
Mar. 10, 2026
Filed:
May. 12, 2025
Applicant:
Fractal Analytics Limited, Mumbai, IN;
Inventors:
Kunal Singh, Mumbai, IN;
Mukund Khanna, Mumbai, IN;
Ankan Biswas, Mumbai, IN;
Pradeep Moturi, Mumbai, IN;
Shivam, Mumbai, IN;
Assignee:
Fractal Analytics Limited, Mumbai, IN;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/60 (2006.01); G06N 3/04 (2023.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06T 7/11 (2017.01); G06T 11/00 (2006.01); G06T 11/20 (2006.01); G06V 10/77 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06T 11/60 (2013.01); G06T 7/11 (2017.01); G06T 11/001 (2013.01); G06T 11/203 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20152 (2013.01); G06T 2207/30204 (2013.01); G06T 2210/12 (2013.01);
Abstract
GPT-4-Vision (GPT-4V) large multimodal models (LMMs) may be used to do zero-shot graphic layout design generation in a versatile manner. Segmentation/superpixel methods may be used to identify and mark the key regions to visually augment the image to enhance GPT-4V's spatial reasoning capability. The results demonstrate the efficacy of these visual prompting methods, showing improvement over standard GPT-4V prompting methods and also performing at par and even better, for some techniques, when compared to the LayoutDetr model.