BeautyBank-Inference-Dataset

This dataset is used for inference in the paper:
📄 "BeautyBank: Encoding Facial Makeup in Latent Space"
🔗 arXiv:2411.11231

📌 About the Dataset

This dataset provides reference images and their corresponding makeup codes, enabling inference using the BeautyBank model.
It allows users to apply various makeup styles without requiring training data.

📂 Dataset Contents

• 📁 BeautyBank-Inference-Dataset.zip → Contains 1289 reference images (PNG format) for selecting makeup styles.
• 📄 refined_makeup_code.npy → Encoded makeup features for inference.

📥 Download and Usage

Since the images are stored in a ZIP file, you need to extract them before use:

unzip BeautyBank-Inference-Dataset.zip -d makeup_images/

Citation

If you use this dataset, please cite our paper:

@article{lu2024beautybank,
  title={BeautyBank: Encoding Facial Makeup in Latent Space},
  author={Lu, Qianwen and Yang, Xingchao and Taketomi, Takafumi},
  journal={arXiv preprint arXiv:2411.11231},
  year={2024}
}