Invention Grant
- Patent Title: ML model arrangement and method for evaluating motion patterns
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Application No.: US16735132Application Date: 2020-01-06
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Publication No.: US11482047B2Publication Date: 2022-10-25
- Inventor: Konstantin Mehl , Maximilian Strobel
- Applicant: Kaia Health Software GmbH
- Applicant Address: DE Munich
- Assignee: Kaia Health Software GmbH
- Current Assignee: Kaia Health Software GmbH
- Current Assignee Address: DE Munich
- Agency: Birch, Stewart, Kolasch & Birch, LLP
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06V40/20 ; G06T7/20 ; G06T7/70 ; G06K9/62 ; G06N5/00 ; G06N3/04

Abstract:
A ML model arrangement configured for evaluating motion patterns in a sequence of image data structures is described. The ML model arrangement comprises a first ML model configured for predicting a set of key data elements for each image data structure of the sequence of image data structures, a key data element indicating a respective position of a landmark in the image data structure. The ML model arrangement further comprises at least one second ML model, each second ML model being a ML model configured for evaluating a corresponding specific motion pattern. Each second ML model is configured for determining, based on input data comprising at least one of the key data elements predicted for at least one image data structure or data derived therefrom, class labels for each image data structure, said class labels identifying at least one of: at least one motion phase of the specific motion pattern, at least one evaluation point of the specific motion pattern.
Public/Granted literature
- US20210209350A1 ML MODEL ARRANGEMENT AND METHOD FOR EVALUATING MOTION PATTERNS Public/Granted day:2021-07-08
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