I have a web map on my ArcGIS Online account.
In that map are features (line polygon points) with a picture attached to each feature.
After saving the feature service as a local copy on my desktop the attached images are rotated 90 degrees counter clockwise. This is when displayed on the info tool or on data driven pages.
I'm using ArcGIS 10.2.1.