In order to gauge the quality of the generated photos, the Google team generated images from a selection of AIs and presented them to a group of people to assess. Across the board, according to the report, people liked Imagen’s results best.

Some of Imagen’s work
It’s kind of crazy to consider the implications of such advancements in AI. We already see apps that can generate actual music, based on deep learning algorithms. Now, we see AI creating images that can easily be used for logos, flyers, branding, et cetera. The one thing that we thought will always remain out of bounds for machines — art — seems to not be as exclusive to the human mind as we believed.
Supposedly, researchers are considering some sort of framework or limitations in order to make text-to-image engines less exploitable by trolls. But, until a solid solution is found, we are pretty sure no researcher out there would want to throw their AI baby to the Internet sharks.
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