Category and Attribute Prediction Benchmark evaluates the performance of clothing category and attribute prediction. This is a large subset of DeepFashion, containing massive descriptive clothing categories and attributes in the wild. It contains

• 289,222 number of clothes images;

• 50 number of clothing categories, and 1,000 number of clothing attributes;

• Each image is annotated by bounding box and clothing type.

Citation

@inproceedings{liuLQWTcvpr16DeepFashion,
 author = {Liu, Ziwei and Luo, Ping and Qiu, Shi and Wang, Xiaogang and Tang, Xiaoou},
 title = {DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations},
 booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
 month = {June},
 year = {2016} 
 }

Contact

Please contact Ziwei Liu for questions about the dataset.