After you configure tensorflow-gpu environment, when you install imgaug error on the windows, a solution on stackoverflow:
In the following link to download the required installation package shapely, manually install the downloaded to the local
https://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely