CPC G06N 3/08 (2013.01) [G06F 18/2113 (2023.01); G06F 18/2155 (2023.01); G06F 18/2163 (2023.01); G06V 10/764 (2022.01); G06V 10/765 (2022.01); G06V 10/771 (2022.01); G06V 10/7753 (2022.01); G06V 10/82 (2022.01)] | 20 Claims |
1. In a digital medium environment for creating or editing digital images, a computer-implemented method of selecting query objects, comprising:
in response to receiving a query string to select a query object within a digital image, generating a plurality of region proposals for objects detected in the digital image utilizing a region proposal model;
generating a heat mask of the digital image that indicates areas in the digital image that potentially contain the query object;
adding an additional region proposal to the plurality of region proposals based on identifying an area in the heat mask that is missing a region proposal from the plurality of region proposals;
generating object labels for the plurality of region proposals; and
detecting the query object based on comparing the object labels generated for the plurality of region proposals with the query string.
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