Image dispositioning using machine learning
AssigneeInternational Business Machines Corporation
InventorsMayoore Selvarasa Jaiswal, Anne Elizabeth Gattiker, Matthew Comer, Mary D. Swift, Ambal Balakrishnan, Florian Pinel
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Abstract
Provided is a method, computer program product, and system for predicting image sharing decisions using machine learning. A processor may receive a set of annotated images and an associated text input from each user of a plurality of users. The processor may train, using the set of annotated images and the associated text input from each user, a neural network model to output an image sharing decision that is specific to a user.
Claims19
A computer-implemented method comprising:
- receiving an annotated set of images and an associated text input from each user of a plurality of users, wherein the associated text input from each user comprises a set of questions and answers related to image sharing preferences, and the associated text input is separate from annotations associated with the annotated set of images;
- and
- training, using the annotated set of images and the associated text input from each user of the plurality of users, a neural network model to output an image sharing decision for an unannotated image that is specific to a user.
A system comprising:
- a processor;
- and
- a computer-readable storage medium communicatively coupled to the processor and storing program instructions which, when executed by the processor, cause the processor to perform a method comprising:
- receiving an annotated set of images and an associated text input from each user of a plurality of users, wherein the associated text input from each user comprises a set of questions and answers related to image sharing preferences, and the associated text input is separate from annotations associated with the annotated set of images;
- and
- training, using the annotated set of images and the associated text input from each user of the plurality of users, a neural network model to output an image sharing decision for an unannotated image that is specific to a user.
A computer program product comprising a computer-readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform a method comprising:
- receiving an annotated set of images and an associated text input from each user of a plurality of users, wherein the associated text input from each user comprises a set of questions and answers related to image sharing preferences, and the associated text input is separate from annotations associated with the annotated set of images;
- and
- training, using the annotated set of images and the associated text input from each user of the plurality of users, a neural network model to output an image sharing decision for an unannotated image that is specific to a user.
Dependencies are inferred from the claim text.