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Showing posts with the label Machine Learning

What! An AI Made All These Faces

Let's talk about glorious tale of AI-based human face generation and showcase an absolutely unbelievable new paper in this area. You may be surprised, but this thing is not recent at all. This is 4 year old news! Insanity. Later, researchers turned this whole problem around, and performed something that was previously thought to be impossible. They started using these networks to generate photorealistic images from a written text description. We could create new bird species by specifying that it should have orange legs and a short yellow bill. Then, researchers at NVIDIA recognized and addressed two shortcomings: one was that the images were not that detailed, and two, even though we could input text, we couldn’t exert too much artistic control over the results. In came StyleGAN to the rescue, which was then able to perform both of these difficult tasks really well. Furthermore, there are some features that are highly localized as we exert control over these images, you can see...