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US Patent 11514693 Model-based image labeling and/or segmentation

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11514693
Date of Patent
November 29, 2022
Patent Application Number
17108831
Date Filed
December 1, 2020
Patent Citations
‌
US Patent 11328327 Method and apparatus for automated merchant acquisition
Patent Primary Examiner
‌
Ming Y Hon
CPC Code
‌
G06N 3/04
‌
G06N 3/0454
‌
G06N 3/084
‌
G06T 7/174
‌
G06T 2207/20084
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G06T 7/11
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G06T 2200/24
‌
G06T 2207/20081
...

In some embodiments, reduction of computational resource usage related to image labeling and/or segmentation may be facilitated. In some embodiments, a collection of images may be used to train one or more prediction models. Based on a presentation of an image on a user interface, an indication of a target quantity of superpixels for the image may be obtained. The image may be provided to a first prediction model to cause the prediction model to predict a quantity of superpixels for the image. The target quantity of superpixels may be provided to the first model to update the first model's configurations based on (i) the predicted quantity and (ii) the target quantity. A set of superpixels may be generated for the image based on the target quantity, and segmentation information related to the superpixels set may be provided to a second prediction model to update the second model's configurations.

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