The Singluarity image has been deprecated. The newest docker version is at

http://iacl.ece.jhu.edu/∼shuo/data/acapulco.tar.gz

The instructions are at

https://gitlab.com/shuohan/keras-unet-cerebellum/-/blob/master/README.md