- Why DeepNude was created
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Motherboard downloaded the application and tested it on a Windows machine.
It installed and launched like any other Windows application and didn't require technical expertise to use. In the free version of the app, the output images are partially covered with a large watermark. Cropping out the "fake" stamp or removing it with Photoshop would be very easy. Motherboard tested it on more than a dozen images of women and men, in varying states of dress—fully clothed to string bikinis—and a variety of skin tones. The results vary dramatically, but when fed a well lit, high resolution image of a woman in a bikini facing the camera directly, the fake nude images are passably realistic.
The algorithm accurately fills in details where clothing used to be, angles of the breasts beneath the clothing, nipples, and shadows. But it's not flawless. Most images, and low-resolution images especially, produced some visual artifacts. DeepNude failed entirely with some photographs that used weird angles, lighting, or clothing that seem to throw off the neural network it uses.
When we fed it an image of the cartoon character Jessica Rabbit, it distorted and destroyed the image altogether, throwing stray nipples into a blob of a figure. In an email, the anonymous creator of DeepNude, who requested to go by the name Alberto, told Motherboard that the software is based on pix2pix , an open-source algorithm developed by University of California, Berkeley researchers in Pix2pix uses generative adversarial networks GANs , which work by training an algorithm on a huge dataset of images—in the case of DeepNude, more than 10, nude photos of women, the programmer said—and then trying to improve against itself.
Why DeepNude was created
This algorithm is similar to what's used in deepfake videos, and what self-driving cars use to "imagine" road scenarios. The algorithm only works with women, Alberto said, because images of nude women are easier to find online—but he's hoping to create a male version, too. Mask the clothes.
Speculate anatomical positions. Render it," he said. Deepfake videos, by comparison, take hours or days to render a believable face-swapped video. For even a skilled editor, manually using Photoshop to realistically change a clothed portrait to nude would take several minutes. Alberto said he was inspired to create DeepNude by ads for gadgets like X-Ray glasses that he saw while browsing magazines from the s and 70s, which he had access to during his childhood. The logo for DeepNude, a man wearing spiral glasses, is an homage to those ads.
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When I found out that GAN networks were able to transform a daytime photo into a nighttime one , I realized that it would be possible to transform a dressed photo into a nude one. I realized that x-ray glasses are possible! Driven by fun and enthusiasm for that discovery, I did my first tests, obtaining interesting results. Recently, also due to previous failures other startups and economic problems, I asked myself if I could have an economic return from this algorithm.
That's why I created DeepNude. Unprompted, he said he's always asked himself whether the program should have ever been made: "Is this right? Can it hurt someone?go here
Horrifying DeepNude App Undresses a Photo of Any Woman With a Single Click - VICE
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