Adding a forced aspect ratio to the crop augmentation

I have a bunch of 16:9 images in my dataset, but prefer to train on square images. It would be nice if I could force the aspect ratio of the cropping to 1:1. I can accomplish this in preprocessing but it throws away the edge data.