| CPC G06N 3/08 (2013.01) [G06F 18/2155 (2023.01); G06F 18/217 (2023.01); G06F 18/23 (2023.01); G06N 3/045 (2023.01); G06V 20/52 (2022.01); G06V 40/10 (2022.01)] | 26 Claims |
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1. A computer system, comprising:
a processor; and
system memory coupled to the processor and storing instructions configured to cause the processor to:
initialize a set of person re-identification neural networks on labeled training data;
iteratively tune the set of person re-identification neural networks using unlabeled data along with pseudo labels estimated for the unlabeled data; and
after tuning:
extract human facial features from the unlabeled data set;
perform multi-view clustering on the extracted human facial features estimating additional pseudo labels for the unlabeled data set; and
further tune the set of person re-identification neural networks using the unlabeled data along with the additional pseudo labels.
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