Showing posts from November, 2019

Thinking About BIPA and Machine Learning

One article that really caught my attention recently discussed the use of Creative Commons-licensed images from Flickr as part of the MegaFace dataset for training facial recognition algorithms. Despite its aggressive (but not untrue) title, it highlights the many sides of the questions we the people and we the companies building products with these technologies face confront.

Focusing on the licensing, Flickr truly expanded the available commons of openly-licensed images by allowing its community to choose Creative Commons (CC) licenses. Interestingly, the latest version of the most permissive CC license expressly does not license "publicity, privacy, and/or other similar personality rights", yet the licensor agrees not to assert such rights to the extent necessary to support the rest of the license. However, previous versions of this or other CC licenses probably apply to many photos in the data set, and not all of the other licenses contain this language. For the Creative…