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.
Variants: ClonedPerson
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Person Re-Identification | QAConv-GS | Cloning Outfits from Real-World Images … | 2022-04-06 |
| Unsupervised Domain Adaptation | SpCL | Cloning Outfits from Real-World Images … | 2022-04-06 |
Recent papers with results on this dataset: