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December 22, 2020 Computer Vision Leave a comment

Unadversarial examples: Designing objects for robust vision

An animated GIF shows an unadversarial texture with a splatter paint–like pattern in black, white, yellow, red, blue, neon green, magenta, and teal is added to a plain black and gray human-designed jet to produce an “unadversarial” jet that reflects the unadversarial texture in its design. The unadversarial jet is pictured against a city skyline in three separate images, each with a different weather condition: clean, foggy, and dusty. All three images are outlined in green to denote that the unadversarial jet was correctly classified by the vision system. Underneath, a human-designed jet is picture against the same skyline under the same weather conditions. The “clean” image is outlined in green, while the “foggy” and “dusty” images are outlined in red, denoting

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