Invention Grant
- Patent Title: Intelligent content rating determination using multi-tiered machine learning
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Application No.: US15948567Application Date: 2018-04-09
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Publication No.: US10671854B1Publication Date: 2020-06-02
- Inventor: Hooman Mahyar , Muhammad Yahia , Harshal Dilip Wanjari
- Applicant: Amazon Technologies, Inc.
- Applicant Address: US WA Seattle
- Assignee: Amazon Technologies, Inc.
- Current Assignee: Amazon Technologies, Inc.
- Current Assignee Address: US WA Seattle
- Agency: Eversheds Sutherland (US) LLP
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06K9/62 ; H04N21/234 ; G06N20/00

Abstract:
Systems, methods, and computer-readable media are disclosed for systems and methods for intelligent content rating determination. Example methods include determining presence of a first feature in a first frame of a video using an object recognition algorithm, determining presence of a second feature in an audio file associated with the video using an audio processing algorithm, and determining presence of a third feature in a text file associated with the video using a natural language processing algorithm. Certain embodiments may include generating a predicted content rating for the video using a machine learning model, where the predicted content rating is based at least in part on the first feature, the second feature, and the third feature, and using feedback data for the predicted content rating to retrain the machine learning model.
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