Aspect ratio is wrong, images are stretched instead of keeping original size

In my case when you open a gallery the images are stretched (full width) and it looks very bad with vertical images.

Are we supposed to set size for each image using data-pswp-width and data-pswp-height? How is this done correctly? Do you have to read all images on the server side to know their sizes?