Counterfeits are quite painful for both luxury and famous fashion brands but they can be even more of a headache for digital re-sellers. Scenario-based, high-quality and large-volume datasets are inspiring such AI innovations. Here we summarized state-of-the-art open and commercial datasets behind virtual fitting technologies.