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. 06, 2024
Filed:
Mar. 29, 2021
Amazon Technologies, Inc., Seattle, WA (US);
Xiaohang Sun, Seattle, WA (US);
Mohamed Kamal Omar, Seattle, WA (US);
Alexander Ratnikov, Redmond, WA (US);
Ahmed Aly Saad Ahmed, Bothell, WA (US);
Tai-Ching Li, Issaquah, WA (US);
Travis Silvers, Lynnwood, WA (US);
Hanxiao Deng, Bellevue, WA (US);
Muhammad Raffay Hamid, Seattle, WA (US);
Ivan Ryndin, Shoreline, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques are disclosed for detecting an uncovered portion of a body of a person in a frame of video content. In an example, a first machine learning model of a computing system may output a first score for the frame based on a map that identifies a region of the frame associated with an uncovered body part type. Depending on a value of the first score, a second machine learning model that includes a neural network architecture may further analyze the frame to output a second score. The first score and second score may be merged to produce a third score for the frame. A plurality of scores may be determined, respectively, for frames of the video content, and a maximum score may be selected. The video content may be selected for presentation on a display for further evaluation based on the maximum score.