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:
Aug. 26, 2025
Filed:
Feb. 05, 2025
Retrocausal, Inc., Redmond, WA (US);
Muhammad Zeeshan Zia, Sammamish, WA (US);
Quoc-Huy Tran, Redmond, WA (US);
Andrey Konin, Redmond, WA (US);
Retrocausal, Inc., Redmond, WA (US);
Abstract
A ML-based method and system for optimizing industrial processes, is disclosed. The ML-based method includes: obtaining image data and video data associated with objects, from video capturing units installed on industrial floors; obtaining positioning information of the objects from positioning systems configured on the objects; computing trajectories for the objects, using a coordinate transformation module based on streams corresponding to the image data, the video data, and the positioning information; combining the trajectories associated with the objects, into a common coordinate frame, using the coordinate transformation module; determining data associated with tracks, and metadata, for the objects, using the coordinate transformation module; and combining information associated with the data associated with the tracks, and the metadata, to predict optimized industrial processes, using a combiner of a spatio-temporal reasoning engine with a machine learning (ML) model.