Image-viewing software will sometimes auto-rotate images so that they look correct in the viewer, but the saved version of the image is still not properly orientated. This is why you might see some images upside down or sideways after you upload them to Amazon.
You cannot edit an image after uploading it. You must first rotate the image where it is saved using a photo-editing program. To do this: