WATCH: A.I. Can Now Create 3D Models From Just Seconds Of Video

"What once cost millions to produce in Hollywood special effects"

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Computer technology has come a long way in 20 years. Hollywood special effects that once cost millions to produce can now be recreated with a standard camera.

According to Science, artificial intelligence can now recreate a full 3D model of a human being based on just seconds of video. The effect, as seen below, once required dozens of programmers recreating the person in painstaking detail. Granted, the resulting graphic "human" barely rival that of the most state-of-the-art in the 1990's, but that a computer can recreate such an image in just seconds is an astounding achievement. (video below)

Such effects typically required a special camera to "detect depth or to view someone from multiple angles," but that requirement is now rendered moot, thanks to a new algorithm allowing for the image to render completely from just one angle. Science has more:

The system has three stages. First, it analyzes a video a few seconds long of someone moving—preferably turning 360° to show all sides—and for each frame creates a silhouette separating the person from the background. Based on machine learning techniques—in which computers learn a task from many examples—it roughly estimates the 3D body shape and location of joints. In the second stage, it 'unposes' the virtual human created from each frame, making them all stand with arms out in a T shape, and combines information about the T-posed people into one, more accurate model. Finally, in the third stage, it applies color and texture to the model based on recorded hair, clothing, and skin.

The technology has been tested on various body types and clothing, with an average accuracy within 5 millimeters. Using computers, programmers can also adjust the weight, fashion, and pose of the avatar. The system still struggles to accurately render skirts and wrinkles and folds in fabric, and can't process long hair.

Another technological advancement that has leaped from the special effects sound-stages of Hollywood into the nerd basement is an A.I. program that can near-perfectly render a person's image onto a body-double — a phenomenon the internet calls "Deepfakes."

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