Invention Grant
- Patent Title: Content access and storage
-
Application No.: US16616921Application Date: 2018-05-25
-
Publication No.: US11599581B2Publication Date: 2023-03-07
- Inventor: Gerald Chao
- Applicant: Piksel, Inc.
- Applicant Address: US DE Wilmington
- Assignee: Piksel, Inc.
- Current Assignee: Piksel, Inc.
- Current Assignee Address: US DE Wilmington
- Agency: Holzer Patel Drennan
- International Application: PCT/US2018/034715 WO 20180525
- International Announcement: WO2018/218184 WO 20181129
- Main IPC: G06F16/00
- IPC: G06F16/00 ; G06F16/907 ; G06F16/9038 ; G06F16/9032 ; G06F40/295 ; G06F40/30 ; G06F17/16 ; G06K9/62

Abstract:
A method of generating matching metadata vectors for identifying content items in a store searchable by input vectors, the method comprising: receiving multiple training inputs, each training input comprising a content identifier indicative of a content item, and at least one natural language description of the content item; for each training input: converting the natural language description into at least one text component; generating at least one vector, each vector corresponding to one text component; generating a set of component parts for each vector, each component part corresponding to a coordinate initialized with a random value; adjusting each random coordinate based on the relationship of each component part to other vectors; determining a weighting for each vector with respect to the item; and defining a metadata vector for each item comprising the vectors containing the adjusted coordinates for that item and the weighting for each vector.
Public/Granted literature
- US20200159773A1 CONTENT ACCESS AND STORAGE Public/Granted day:2020-05-21
Information query