Option 1: To download all the photos in the album
Click on the vertical 3 dots icon on the top right. A menu should open allowing you to download all of them.
Option 2: To download a single photo
Open the photo you want to download so you can see the big version of it. Then click on the horizontal 3 dots icon on the top right to expand the menu with the download option.