Clothe and Pose

We present Clothe-and-Pose, an image generation and editing method that enables a user to try-on different clothes and allows them to pose as they desire. Our method inputs a single user image, garment image and example pose, and outputs the user wearing the target garment in desired pose. In this work, we also introduce an evaluation setup for clothing and posing tasks. Our study spans across a wide variety of garments, including athletic wear, bottoms, dresses, innerwear and swimwear, and a diverse set of poses. Finally, we demonstrate the capability of our model to do general human editing in real-world captures, as well as artificially generated images.