09 March 2018

Not so Flickrless Friday

Another Flickr Friday, another bust in locating a suitable image. What to do this time? A few months ago I featured Flickrless Friday (December 2017). Now I have to find a different angle. I know! Let's have a quiz. Question: What do the four Flickr 'chess' photos shown below all have in common?

Photo top left: Beer Can House © Flickr user Thomas Hawk under Creative Commons.

Answer: They all have a white tag that says 'chess'. As I explained for one of the images in the 'Flickrless Friday' post,

The only association with chess is via a white tag assigned by Flickr, i.e. if the image looks like a group of chess pieces, let's assign it to 'chess'.

Those white tags are now infamous. The headline of one news article said, Flickr’s auto-tagging feature goes awry, accidentally tags black people as apes, (independent.co.uk; May 2015) along with the subtitle 'The site’s tool was built to help people easily identify features of pictures -- but has run into problems as it learns'. No kidding! The article went on to explain,

Though the racist implications were obvious, it has also identified a white women [sic] with the same tag.

If I had been in charge of that project, I would have pulled it immediately and insisted on zero classification errors when identifying people. Imagine the potential for lawsuits. The same article said later,

Flickr launched the features a couple of weeks ago. The team behind it explained to the Independent just before the launch that it uses "convolutional neural networks", or computers that act like human brains, to identify the photos.

A convolutional neural network (CNN) is also the key to the technology behind Deepmind's AlphaZero. When people talk about artificial intelligence, they are often referring to a CNN.

Here are links (photos left to right, top to bottom) to the Flickr pages associated wth the four photos I selected. I repeated the first link to be consistent.

If I ever run into a Flickrless Friday again, I'll have to think up something really special.

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