AUTOMATIC DATA SYSTEMS FOR NOVEL OBJECT DETECTION
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United States of America
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Issued Date -
Apr 10, 2025
app pub date -
Sep 20, 2024
filing date -
Sep 20, 2024
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Abstract
Systems and methods for identifying novel objects in an image include detecting one or more objects in an image and generating one or more captions for the image. One or more predicted categories of the one or more objects detected in the image and the one or more captions are matched to identify, from the one or more predicted categories, a category of a novel object in the image. An image feature and a text description feature are generated using a description of the novel object. A relevant image is selected using a similarity score between the image feature and the text description feature. A model is updated using the relevant image and associated description of the novel object.
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