v1.0.4

WildlifeReID-10k

• We released a new dataset WildlifeReID-10k depicting 214k images of 10k individuals.
• It is a collection of 30 existing re-identification datasets with permissible licenses.
• We incorporated default splits, retrained MegaDescriptor and included baseline performance.
• All scripts to create and analyze WildlifeReID-10k are publicly available.
• This dataset can now be accessed as datasets.WildlifeReID10k.

New functionality

• Added the newly released testing set for BelugaID. This dataset can now be accessed as datasets.BelugaIDv2.
• Updated links for several datasets hosted at LILA BC.
• To evaluate WildlifeReID-10k, we included new metrics metrics.BAKS and metrics.BAUS.
• To evaluate the difference between the random and similarity-aware splits, we added method resplit_by_features into splits.BalancedSplit.