Visually aided active learning for training object detector

TY Lee - US Patent 10,748,035, 2020 - Google Patents
An active learning system classifies multiple objects in an input image from the set of images
with a classification metric indicative of uncertainty of each of the classified object to belong
to one or different classes and determines a diversity metric of the input image indicative of
diversity of the objects classified in the input image. The active learning system evaluates
the diversity metric of the input image and to cause rendering of the input image on a display
device based on a result of the evaluation and trains the classifier using the labelled objects …
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