FaceSketches-HairStyle40

We present a fine-grained Freehand Face Sketch dataset that features various hairstyles. This dataset is a refined subset of the Hairstyle30k collection.

The dataset includes 40 different hairstyles, each represented by a detailed and a simple sketch. The detailed sketches capture intricate hair features, while the simple sketches outline the basic shape of the hairstyle. Each hairstyle has 30 pairs of detailed and simple sketches, created by experts we hired to ensure consistency while adding valuable variety.

Additionally, we provide the original images that the experts used as references for the hairstyles.

Our dataset stands out from commonly used generated sketches, making it a challenging dataset for sketch-to-image generation. We hope it will support researchers in exploring this problem further.

Structure

|- image
:   |- (classes)
:       |- (imgs)
|- sketches
    |- complex
    :   |- png
    :   :   |- (classes)
    :   :       |- (imgs)
    :   |- svg
    :       |- (classes)
    :           |- (imgs)
    |- simple
        |- png
        :   |- (classes)
        :       |- (imgs)
        |- svg
            |- (classes)
                |- (imgs)

Citation

If you found the dataset useful, please cite the paper of Hairstyle30k and this website:

@inproceedings{yin2017learning,
  title={Learning to generate and edit hairstyles},
  author={Yin, Weidong and Fu, Yanwei and Ma, Yiqing and Jiang, Yu-Gang and Xiang, Tao and Xue, Xiangyang},
  booktitle={Proceedings of the 25th ACM international conference on Multimedia},
  pages={1627--1635},
  year={2017}
}

@misc{FaceSketches-HairStyle40, 
howpublished = {\url{https://huggingface.co/datasets/yikaiwang/FaceSketches-HairStyle40}}, 
title={FaceSketches-HairStyle40}, 
year={2024}, 
month={Aug}}