Here are some links from government agencies:
Instagram is a start. Just scrape and use opencv or similar to identify faces. Or, manually sort faces.
Instagram is a simple http site that can be crawled recursively. It's a matter of counting the images so tweak it and find a good balance. Nobody is going to take 1000 pictures of the same face so dont expect perfection.