CPC G06F 16/55 (2019.01) [G06F 18/2148 (2023.01); G06N 20/00 (2019.01); G06T 3/0056 (2013.01); G06T 7/136 (2017.01); G06V 10/26 (2022.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 10/247 (2022.01)] | 20 Claims |
1. A system for automatically annotating images, the system comprising:
a database, wherein the database is configured to store images and annotations for the images; and
a control circuit, wherein the control circuit is communicatively coupled to the database, and wherein the control circuit is configured to:
retrieve, from that database, an image;
generate, based on the image, a collection of augmented images;
generate segmentation maps for each image in the collection of augmented images, wherein each of the segmentation maps include segments;
select, based on a threshold, ones of the segments above a threshold;
merge the ones of the segments above the threshold to create a segmented image; and
generate, for each segment of the segmented image, classifications, wherein an annotation for the image includes the segmented images and the classifications.
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