Invention Grant
- Patent Title: System and method of machine learning and autonomous execution on user preferences for use in garments
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Application No.: US16468676Application Date: 2018-06-15
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Publication No.: US11561561B2Publication Date: 2023-01-24
- Inventor: Antoine Vandenheste , Sebastien Vandenheste , Francois Vandenheste
- Applicant: Polar Seal Limited
- Applicant Address: HK Hong Kong
- Assignee: Polar Seal Limited
- Current Assignee: Polar Seal Limited
- Current Assignee Address: HK Hong Kong
- Agency: Idea Intellectual Limited
- Agent Margaret A. Burke; Sam T. Yip
- Priority: HK17109940.3 20170929,CN201820523929.6 20180412
- International Application: PCT/IB2018/054415 WO 20180615
- International Announcement: WO2018/234961 WO 20181227
- Main IPC: G05D23/19
- IPC: G05D23/19 ; G06N20/00 ; A41D13/005 ; G05B13/02 ; G06F1/16 ; G06F1/26 ; G06N5/00 ; G06N5/04

Abstract:
The present invention relates to a system with active learning and execution of user's preference functionalities for use in a garment. The present system includes a sensor module, an optional user input panel and/or interface, a printed circuit board, a power source and an output. In an event that a user of the present system voluntarily changes the output setting during the operation of the system, the system performs an active learning action to execute the output setting initiated by the user over a passive learning action triggered by a change in sensor data with respect to the changing environment. In other event, the present system performs passive learning action with respect to the changing environment and also any comparative data from similar user of a particular instance. The present invention also relates to a power management unit and how to use the same in a garment.
Public/Granted literature
- US20200081462A1 SYSTEM AND METHOD OF MACHINE LEARNING AND AUTONOMOUS EXECUTION ON USER PREFERENCES FOR USE IN GARMENTS Public/Granted day:2020-03-12
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