Question: does facebook notify when you download someone's photo?
Answer: You can rest assured that the user will not be notified if you download an image they've uploaded. As long as the image is public or available with the privacy settings the person has then you can download it without the person being notified about it! But there are plenty of other things you can analyze on Facebook.