The way to download images is very easy. Here are some steps to follow:. 1: Open the Pinterest app and click on the image you want to download.. 2: Just tap on the three dots that are available in the top left corner of the image. . 3:Select the download option. . 4:Now, you can view the image on your mobile gallery.