Companies like Google have employed AI and machine learning how to emulate individuals for simple tasks like reserving a salon appointment, with products like google Duplex. AI calculations also have been used to animate 2D objects like talking heads of individuals, but this generally takes a massive dataset of samples to train the neural network to accommodate to the objects or in this instance, that the individual’s behavior and mannerisms. This process just got a whole lot easier thanks to Samsung AI Center’s Moscow chapter, which has released a paper that indicates a highly realistic talking head design can be obtained by feeding the algorithm together with as little as one sample photo.
The algorithm utilizes a method of utilizing”landmarks,” that is a skeletal frame of a persons face learnt by glancing through a huge dataset of movies, which can be used as the backbone to its synthesised face. The precision of this synthesised confront is dependent upon the number of source pictures you feed the algorithm.
The newspaper indicates the gap between versions trained using 32 samples, eight samples, and just one sample. The output from only 1 sample is clearly has a couple of artefacts round the face, allowing you to see that it is not a genuine movie but an AI-generated one. However, the fact we could also find such output with one sample remains shocking. The movie and the paper indicates the algorithm successfully producing synthesised faces of actors and even paintings, like the Mona Lisa.
Such a technique may be utilised to deliver you more realistic appearing’Memojis,’ that can be Apple’s version of an Animoji however of yourself. The creative capacity of the is endless. However, such technologies may also be faked if dropped in the wrong hands. Stars have often become the target of these”deepfake,” videos and images, which can be directed to tarnish their social standing.
Before this season, Hollywood actress Scarlett Johansson was outspoken against the risks these”deepfakes,” following her face was grafted into pornographic movies. Making such bogus photos and videos isn’t a new dilemma, but the fact it may be achieved this easily today, is quite worrying. Social networking platforms like Twitter, Reddit as well as adult entertainment portals like Pornhub have started breaking down of AI-generated”deepfakes.”