An anonymous Quora user asked this question and added this information:
I owned the first version Apple TV and it didn't allow you to sign into your Flickr account allowing only for viewing of public photos. Has this changed with the newest version?
Since the release of the 4th generation Apple TV, there is a dedicated Flickr app downloadable from the App Store.
You can sign into your Flickr account and browse your own albums.
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