Tumblr is blog-based. So, you can't post a photo or video like Facebook. Therefore, you can not retrieve photos, videos via Tumblr developer site http://www.tumblr.com/developers
I think there is only way to do this job is you can get all posts of a blog, then detect whether there type are photo/video. Then, extract photos/videos from posts.