Human Annotated GAN Images

Human Annotated GAN Images

Citation Author(s):
National University of Singapore
Submitted by:
Juanyong Duan
Last updated:
Thu, 04/25/2019 - 03:26
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we have collected an annotated dataset that contains 600 fake images and 400 real images. All the fake images are generated by a generative adversarial net and all the real images are downsampled images from the ImageNet dataset. These images are evaluated by 10 workers from the Amazon Mechanical Turk (AMT) based on eight carefully defined attributes. 


The dataset contains 1000 images and associated annotations.

All the images are included in the images folder and annotations.csv contains all the annotations.

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[1] Juanyong Duan, "Human Annotated GAN Images", IEEE Dataport, 2019. [Online]. Available: Accessed: May. 22, 2019.
doi = {10.21227/nraj-b434},
url = {},
author = {Juanyong Duan },
publisher = {IEEE Dataport},
title = {Human Annotated GAN Images},
year = {2019} }
T1 - Human Annotated GAN Images
AU - Juanyong Duan
PY - 2019
PB - IEEE Dataport
UR - 10.21227/nraj-b434
ER -
Juanyong Duan. (2019). Human Annotated GAN Images. IEEE Dataport.
Juanyong Duan, 2019. Human Annotated GAN Images. Available at:
Juanyong Duan. (2019). "Human Annotated GAN Images." Web.
1. Juanyong Duan. Human Annotated GAN Images [Internet]. IEEE Dataport; 2019. Available from :
Juanyong Duan. "Human Annotated GAN Images." doi: 10.21227/nraj-b434