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:
Feb. 15, 2022
Filed:
May. 08, 2018
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Michael Ebstyne, Redmond, WA (US);
Pedro Urbina Escos, Redmond, WA (US);
Yuri Pekelny, Seattle, WA (US);
Emanuel Shalev, Sammamish, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
An immersive feedback loop is disclosed for improving artificial intelligence (AI) applications used for virtual reality (VR) environments. Users may iteratively generate synthetic scene training data, train a neural network on the synthetic scene training data, generate synthetic scene evaluation data for an immersive VR experience, indicate additional training data needed to correct neural network errors indicated in the VR experience, and then generate and retrain on the additional training data, until the neural network reaches an acceptable performance level.