Illinois Data Bank - Dataset

StyleGAN2 trained on MR brain and face images: network weights
Cite this dataset:
Kelkar, Varun A.; Anastasio, Mark A. (2021): StyleGAN2 trained on MR brain and face images: network weights. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-4499850_V1
Dataset Description

This repository contains the weights for two StyleGAN2 networks trained on two composite T1 and T2 weighted open-source brain MR image datasets, and one StyleGAN2 network trained on the Flickr Face HQ image dataset. Example images sampled from the respective StyleGANs are also included.
The datasets themselves are not included in this repository. The weights are stored as `.pkl` files. The code and instructions to load and use the weights can be found at https://github.com/comp-imaging-sci/pic-recon . Additional details and citations can be found in the file "README.md".
Subject Technology and Engineering
Keywords StyleGAN2; Generative adversarial network (GAN); MRI; Medical imaging
License CC BY
Funder U.S. National Institutes of Health (NIH)-Grant:EB020604
Funder U.S. National Institutes of Health (NIH)-Grant:EB023045
Funder U.S. National Institutes of Health (NIH)-Grant:NS102213
Funder U.S. National Institutes of Health (NIH)-Grant:EB028652
Funder U.S. National Science Foundation (NSF)-Grant:DMS1614305
Corresponding Creator Mark A. Anastasio
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Version DOI Comment Publication Date
1 10.13012/B2IDB-4499850_V1 2021-06-14

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Dataset update: {"description"=>["This repository contains the weights for two StyleGAN2 networks trained on two composite T1 and T2 weighted open-source brain MR image datasets, and one StyleGAN2 network trained on the Flickr Face HQ image dataset. Example images sampled from the respective StyleGANs are also included. \r\nThe datasets themselves are not included in this repository. Additional details and citations can be found in the file \"README.md\".", "This repository contains the weights for two StyleGAN2 networks trained on two composite T1 and T2 weighted open-source brain MR image datasets, and one StyleGAN2 network trained on the Flickr Face HQ image dataset. Example images sampled from the respective StyleGANs are also included. \r\nThe datasets themselves are not included in this repository. The weights are stored as `.pkl` files. The code and instructions to load and use the weights can be found at https://github.com/comp-imaging-sci/pic-recon . Additional details and citations can be found in the file \"README.md\"."]} 2021-06-21T18:58:04Z
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