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Curtó & Zarza

Curtó is the first Generative Adversarial Networks (GAN) augmented face dataset. A step towards Artificial General Intelligence (AGI).

Neil Armstrong — 'That's one small step for a man, one giant leap for mankind'

Download Links:

https://www.dropbox.com/s/duha95rpvzb6v9n/c_09_02_2018_01.zip?dl=0 (1.16 GB)

https://www.dropbox.com/s/b1zusiea0hmcmje/c_09_02_2018_02.zip?dl=0 (1.28 GB)

Alternate Links:

https://www.mycloud.ch/s/S002643B7C268528B9E21BC1E0F3D421A4740A9EC43 (2.4 GB) https://www.mycloud.ch/s/S0055B87F1276E8332E08312DD26FD24D92EF979669 (2.4 GB) http://naver.me/FH2UnJhp (2.4 GB) http://naver.me/5EltP7ha (2.4 GB)

HDCGAN Table HDCGAN HQ


Curtó & Zarza

Department of Computer Science and Engineering, The Chinese University of Hong Kong

For more information about the dataset, visit the website:

http://www.tinet.cat/~curto/publication/hdcgan/

If you use the dataset in a publication, please cite the paper below:

Curtó, J. D., Zarza, I. C., De La Torre, F., King, I., Lyu, M. R. High-Resolution Deep Convolutional Generative Adversarial Networks. 2017.

Please note that we do not own the copyrights to these images. Their use is RESTRICTED to non-commercial research and educational purposes.


Change Log

Version 1.0, released on 17/11/2017

Version 1.1, released on 21/11/2017, add labels with attribute information.

Version 1.2, released on 19/01/2018, add supplementary images and labels.

Version 1.3, released on 27/01/2018, add HDCGAN Synthetic Images.

Version 2.0, released on 09/02/2018, add HDCGAN HQ Synthetic Images.


File Information

  • Images (img/c.zip) 14,248 cropped face images. Balanced in terms of ethnicity: african american, east-asian, south-asian and white. Mirror images included to enhance pose variation.
  • Labels (label/c.zip) JSON files with attribute information: Gender, Age, Ethnicity, Hair Color, Hair Style, Eyes Color, Facial Hair, Glasses, Visible Forehead, Hair Covered and Smile.
  • HDCGAN Synthetic Images (hdcgan/c.zip) 4,239 face images generated by HDCGAN trained on CelebA dataset.
    • Images (img/hdcgan/c.zip) Original 512x512 image size.
    • Resized Images (img_128/hdcgan/c.zip) 128x128 image size.
  • Additional Images (extra/c.zip)
    • Images (img/extra/c.zip), Labels (label/extra/c.zip) 3,384 cropped face images with labels, Ethnicity: white.

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