| # CelebAHairMask-HQ |
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| **CelebAHairMask-HQ** is a *extended dataset* of CelebAMask-HQ for hair segmentation or hair matting. |
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| **CelebAMask-HQ** is a large-scale face image dataset that has **30,000** high-resolution face images selected from the CelebA dataset by following CelebA-HQ. Each image has segmentation mask of facial attributes corresponding to CelebA. |
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| The masks of CelebAHairMask-HQ were auto-annotated with the size of **1024 x 1024**. |
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| CelebAHairMask-HQ can be used to **train and evaluate algorithms of hair segmentation, hair recognition, and GANs for hair generation and editing**. |
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| * more information about CelebAMask-HQ, see https://github.com/switchablenorms/CelebAMask-HQ |
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| ## Sample Images |
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| ## Sample Mask |
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| ## CelebAHairMask-HQ Dataset Downloads |
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| ### Version 1.0 PLUS, released on 03/01/2025 |
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| * [downloading link](https://huggingface.co/datasets/cpuimage/CelebAHairMask-HQ) |
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| 🌟 Hey everyone! |
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| Your passion turned this project into something amazing—despite no external support. 🌟 |
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| V1 Plus may feel final, but it’s your gift to the community. |
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| If you’ve found value here, let’s keep it alive: |
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| 1️⃣ Share it → Social media, forums, or word of mouth! |
| 2️⃣ Star the repo → Every star matters ✨ |
| 3️⃣ Suggest ideas or fix a typo → Even tiny PRs count! |
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| No effort is too small. 💪 |
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| - 📫 Reach me: |
| - gaozhihan@vip.qq.com |
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| ## Related Works |
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| * **CelebA** dataset: |
| Ziwei Liu, Ping Luo, Xiaogang Wang and Xiaoou Tang, "Deep Learning Face Attributes in the Wild", in IEEE International Conference on Computer Vision (ICCV), 2015 |
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| * **CelebA-HQ** was collected from CelebA and further post-processed by the following paper : |
| Karras et. al, "Progressive Growing of GANs for Improved Quality, Stability, and Variation", in Internation Conference on Reoresentation Learning (ICLR), 2018 |
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| * **CelebAMask-HQ** dataset: |
| Lee, Cheng-Han and Liu, Ziwei and Wu, Lingyun and Luo, Ping, "MaskGAN: Towards Diverse and Interactive Facial Image Manipulation", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 |
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| ## Dataset Agreement |
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| * The CelebAHairMask-HQ dataset is available for **non-commercial research purposes** only. |
| * You agree **not to** reproduce, duplicate, copy, sell, trade, resell or exploit for any commercial purposes, any portion of the images and any portion of derived data. |
| * You agree **not to** further copy, publish or distribute any portion of the CelebAHairMask-HQ dataset. Except, for internal use at a single site within the same organization it is allowed to make copies of the dataset. |
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| ## License and Citation |
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| The use of this software is RESTRICTED to **non-commercial research and educational purposes**. |
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