Asset hierarchy builder system using prelabelled annotation, multi-spectrum of image and video data
AssigneeHitachi Vantara, Ltd.
InventorsMauro Arduino DAMO, Wei LIN, Fnu AIN-UL-AISHA
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Abstract
Systems and methods described herein involve generating an asset hierarchy from a plurality of images of a plurality of asset, which can involve executing a machine learning process to identify the plurality of assets from the plurality of images; identifying relationships between the identified plurality of assets based on feature extraction and analysis of extracted features of the identified plurality of assets; and generating the asset hierarchy from one or more asset hierarchy templates derived from the identified relationships between the identified plurality of assets.
Claims13
A method for generating an asset hierarchy from a plurality of images of a plurality of assets, the method comprising:
- executing a machine learning process to identify the plurality of assets from the plurality of images;
- identifying relationships between the identified plurality of assets based on feature extraction and analysis of extracted features of the identified plurality of assets;
- and
- generating the asset hierarchy from one or more asset hierarchy templates derived from the identified relationships between the identified plurality of assets.
A non-transitory computer readable medium, storing instructions for generating an asset hierarchy from a plurality of images of a plurality of assets, the instructions comprising:
- executing a machine learning process to identify the plurality of assets from the plurality of images;
- identifying relationships between the identified plurality of assets based on feature extraction and analysis of extracted features of the identified plurality of assets;
- and
- generating the asset hierarchy from one or more asset hierarchy templates derived from the identified relationships between the identified plurality of assets.
An apparatus configured to generate an asset hierarchy from a plurality of images of a plurality of assets, the apparatus comprising:
- a processor, configured to:
- execute a machine learning process to identify the plurality of assets from the plurality of images;
- identify relationships between the identified plurality of assets based on feature extraction and analysis of extracted features of the identified plurality of assets;
- and
- generate the asset hierarchy from one or more asset hierarchy templates derived from the identified relationships between the identified plurality of assets.
Dependencies are inferred from the claim text.