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Datasets/ClonedPerson

ClonedPerson

Introduced 2022-04-06

The ClonedPerson dataset is a large-scale synthetic person re-identification dataset introduced in the paper "Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification" in CVPR 2022. It is generated by MakeHuman and Unity3D. Characters in this dataset use an automatic approach to directly clone the whole outfits from real-world person images to virtual 3D characters, such that any virtual person thus created will appear very similar to its real-world counterpart. The dataset contains 887,766 synthesized person images of 5,621 identities.

Benchmarks

Domain Adaptation/MSMT17->mAPDomain Adaptation/MSMT17->Rank-1Domain Adaptation/Market-1501->mAPDomain Adaptation/Market-1501->Rank-1Domain Adaptation/CUHK03-NP->mAPDomain Adaptation/CUHK03-NP->Rank-1Person Re-Identification/mAPPerson Re-Identification/Rank-1Person Re-Identification/RandPerson->mAPPerson Re-Identification/RandPerson->Rank-1Person Re-Identification/MSMT17->mAPPerson Re-Identification/MSMT17->Rank-1Person Re-Identification/Market-1501->mAPPerson Re-Identification/Market-1501->Rank-1Unsupervised Domain Adaptation/MSMT17->mAPUnsupervised Domain Adaptation/MSMT17->Rank-1Unsupervised Domain Adaptation/Market-1501->mAPUnsupervised Domain Adaptation/Market-1501->Rank-1Unsupervised Domain Adaptation/CUHK03-NP->mAPUnsupervised Domain Adaptation/CUHK03-NP->Rank-1

Statistics

Papers
6
Benchmarks
20

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Tasks

Domain AdaptationGeneralizable Person Re-identificationPerson Re-IdentificationUnsupervised Domain AdaptationUnsupervised Person Re-Identification