AIRI-Institute/HairFastGAN

Hair style similarity calculation

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Dear Authors:
Thanks for your greate work! I'm interested in clustering some of my pictures using your pretrained network by extracting the hairstyle features, is that feasible? I've tried using a CLIP model to describe the hairstyle but it's not accurate enough.

Many thanks!

Hello,
Thank you for interest in our work! Regrettably, our model may not be suitable for the task of clustering. However, I would recommend considering the CtrlHair method. This approach is capable of representing a given hairstyle through independent normal values that correspond to various hair characteristics, such as color, shape, and texture. Given these features, I believe it could potentially be utilized for clustering purposes.

Thanks for your recommendation.