Machine Learning is Fun! Part 4: Modern Face Recognition with Deep Learning

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Have you noticed that Facebook has developed an uncanny ability to recognize your friends in your photographs? In the old days, Facebook used to make you to tag your friends in photos by clicking on them and typing in their name. This technology is called face recognition. Facebook's algorithms are able to recognize your friends' faces after they have been tagged only a few times. It's pretty amazing technology -- Facebook can recognize faces with 98% accuracy which is pretty much as good as humans can do!


Facebook can recognize you without looking at your face

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Think you can stop Facebook from automatically tagging photos of you by covering your face? The New Scientist reports that Facebook is developing a new facial recognition algorithm so powerful that it can identify individuals even when their faces are hidden or blocked off. Instead the experimental algorithm gathers information based on other unique characteristics like hair style, body shape, and body language. It can even identify individuals based on what types of clothing they typically wear. "There are a lot of cues we use.


Facebook AI Still Can't Do Things Even A Baby Has Mastered

International Business Times

Image recognition, determining all the objects within a photo, is something Facebook's AI does with relative ease. The company's approach to machine learning is called deep learning, a popular route to AI also followed by Google and others. Deep learning employs algorithms to recognize patterns, learn from those patterns and complete sophisticated tasks. For Facebook, it could be tagging friends. For Google, it may be creating a program that plays the game Go well enough to beat human champions.


Facebook face-tagging in photos targeted in lawsuit

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Facebook could be in hot water over its facial recognition software. The social media giant is accused of violating users' privacy by collecting and storing biometric data without permission in order to make tagging suggestions. Facebook has argued to have the civil suit dismissed, but a US judge rejected this request. Facebook could be in hot water over its facial recognition software. The social media giant was accused of violating users' privacy by collecting and storing biometric data without permission in order to make tagging suggestions.


A new lawsuit is accusing Facebook of violating privacy with photo face-tagging software

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San Francisco (AFP) - A US judge rejected a request by Facebook to toss out a civil suit accusing it of violating privacy with face-recognition software to help "tag" people in pictures. A lawsuit filed by three Illinois residents under the auspices of the state's Biometric Information Privacy Act can proceed, US District Court Judge James Donato said. "The court accepts as true plaintiffs' allegations that Facebook's face recognition technology involves a scan of face geometry that was done without plaintiffs' consent," he said in the ruling. It appeared that legislators in Illinois passed the act to address emerging biometric technology such as Facebook face-recognition software at issue in the case, according to the judge. Facebook had argued in a motion to dismiss that analyzing uploaded photographs did not qualify as biometric data and that the Illinois law did not apply.