42Street

The 42Street dataset is based on a theater play as an example of such an application. The dataset is created using a public recording of the 42Street theatre play [42street]. The play is 1.5 hours long and was split into 5 equally long parts of 20 minutes each, with various clothes changes between the different parts.

Source: ReFace: Improving Clothes-Changing Re-Identification With Face Features

Image Source: https://arxiv.org/pdf/2211.13807v1.pdf