Official code for CVPR 2020 paper 'Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content'. We rearrange the VITON dataset for easy access.
[Dataset Partition Label] [Sample Try-on Video] [Checkpoints] [Dataset]
Dataset Partition We present a criterion to introduce the difficulty of try-on for a certain reference image.
We use the pose map to calculate the difficulty level of try-on. The key motivation behind this is the more complex the occlusions and layouts are in the clothing area, the harder it will be. And the formula is given,
where t is a certain key point, Mp' is the set of key point we take into consideration, and N is the size of the set.
The use of this software is RESTRICTED to non-commercial research and educational purposes.
VITON Dataset This dataset is presented in VITON, containing 19,000 image pairs, each of which includes a front-view woman image and a top clothing image. After removing the invalid image pairs, it yields 16,253 pairs, further splitting into a training set of 14,221 paris and a testing set of 2,032 pairs.