If you want to delete a photo that you have added, you can click on the photo and when you see the photo you should also see a list of function text/icons under the photo:
"View Full Size"
"Rotate Photo"
"Edit Photo"
"Edit Your Tags"
"Delete Photo"
Click on "Delete Photo" to delete it.
Naturally, you can delete only a photo that you added.