FFHQR -- the first large-scale retouching dataset for computer vision research.
Flickr-Faces-HQ-Retouching (FFHQR) is a high-quality image dataset of retouched human faces. The dataset is released as part of the following paper:
AutoRetouch: Automatic Professional Face Retouching
Alireza Shafaei (skylabtech), James J. Little (UBC), Mark Schmidt (UBC)
Winter Conference on Applications of Computer Vision (WACV), 2021
• WACV 21 Page • PDF • Supp • Video •
The original FFHQ dataset consists of 70,000 1 MP face-aligned images that are collected from Flickr. We professionally retouched FFHQ to create FFHQR. FFHQR is the first large-scale publicly available retouching dataset. We chose FFHQ as the basis of our new dataset because of the variety of ages, ethnicity, lighting conditions, and the large number of images that could benefit from face retouching.
For press, business, and other inquiries, please contact [email protected]
The retouching dataset is made available under Creative Commons BY-NC-SA 4.0 license by Skylab Technologies Incorporated. You can use, redistribute, and adapt it for non-commercial purposes, as long as you (a) give appropriate credit by citing our paper, (b) indicate any changes that you've made, and (c) distribute any derivative works under the same license.
@InProceedings{Shafaei_2021_WACV,
author = {Shafaei, Alireza and Little, James J. and Schmidt, Mark},
title = {AutoRetouch: Automatic Professional Face Retouching},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2021},
pages = {990-998}
}
To use FFHQR, you first need to download the original 1024x1024 FFHQ images.
The retouched images (FFHQR
) can be downloaded below.
Path | Size | Files | Format | Description |
---|---|---|---|---|
ffhqr-dataset | ||||
├ images1024x1024 - part 1 | 13 GB | 10,000 | PNG (tar package) | 00000-09000 |
├ images1024x1024 - part 2 | 13 GB | 10,000 | PNG (tar package) | 10000-19000 |
├ images1024x1024 - part 3 | 13 GB | 10,000 | PNG (tar package) | 20000-29000 |
├ images1024x1024 - part 4 | 13 GB | 10,000 | PNG (tar package) | 30000-39000 |
├ images1024x1024 - part 5 | 13 GB | 10,000 | PNG (tar package) | 40000-49000 |
├ images1024x1024 - part 6 | 13 GB | 10,000 | PNG (tar package) | 50000-59000 |
├ images1024x1024 - part 7 | 13 GB | 10,000 | PNG (tar package) | 60000-69000 |
└ thumbnails128x128 | 2.3 GB | 70,000 | PNG (tar package) | Thumbnails at 128×128 |
00000
to 55000
56000
to 62000
63000
to 69000
We would like to thank the PhotoRetouchOnline.com team and the Artona Group Inc. staff for their valuable feedback and support. We thank Tero Karras (NVIDIA), Samuli Laine (NVIDIA), Timo Aila (NVIDIA) for the original FFHQ dataset.
If you wish to remove a photo that you own from FFHQ and FFHQR, please follow the FFHQ instructions. After your image is successfully deleted from FFHQ, please contact [email protected]
to remove the corresponding image from FFHQR.