The researchers [at Samsung AI Center] call this few- and one-shot learning, where the model can be trained using just one image to create a convincing, animated portrait. With a few more shots—as few as eight or 32 photographs—the realism improves even more.
Because they only need one source image, the researchers were able to animate paintings and famous portraits, with eerie results. Fyodor Dostoevsky—who died well before motion picture cameras became commercially available—moves and talks in black and white. The Mona Lisa silently moves her mouth and eyes, a slight smile on her face. Salvador Dali rants on, mustache twitching.
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