Machine learning photographic metadata
Assigneesalesforce.com, inc.
InventorsLuke MacNeil, Paulson McIntyre
Life of this patent
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Abstract
A method and system for automated generation of photographic metadata in response to a machine learning algorithm including an input for receiving an image, a processor configured to perform an image recognition algorithm to generate a first metadata, to predict a second set of metadata in response to the first set of metadata and a set of rules generated in response to a machine learning training process wherein the set of rules are generated in response to a plurality of images having user generated metadata, and an output for transmitting the second set of metadata and the image to a storage medium.
Claims20
An apparatus comprising:
- an input for receiving an image;
- a processor configured to perform an image recognition algorithm to generate a first metadata, to predict a second set of metadata in response to the first set of metadata and a set of rules generated in response to a machine learning training process wherein the set of rules are generated in response to a plurality of images having user generated metadata;
- and
- an output for transmitting the second set of metadata and the image to a storage medium.
A method comprising:
- receiving an image;
- performing an image recognition algorithm in response to the image to generate a first metadata;
- performing a comparison of the first metadata to a set of rules to generate a second metadata, the set of rules being generated in response to a plurality of images, each of the plurality of images having one of a plurality of user generated metadata;
- and
- generating an image file in response to the image and the second metadata.
A system for image management comprising:
- a first storage medium configured to store a first image having a first set of metadata;
- an image recognition processor operative to generate a second set of metadata in response to an image recognition algorithm and the first image;
- a digital signal processor configured to generate a third set of metadata in response to the second set of metadata and an artificial intelligence rule set generated in response to a previous image and a previous user generated metadata;
- a data processor operative to generate an image file in response to the first image, the first set of metadata, and the third set of metadata;
- and
- a second storage medium operative to store the image file for access by an image management application.
Dependencies are inferred from the claim text.