Even though early experiments in computer vision started in the 1950s and it was first put to use commercially to distinguish between typed and handwritten text by the 1970s, today the applications for computer vision have grown exponentially. By 2022, the computer vision and hardware market is expected to reach $48.6 billion. It is such a part of everyday life you likely experience computer vision regularly even if you don't always recognize when and where the technology is deployed. Here is what computer vision is, how it works and seven amazing examples in practice today. What is Computer Vision (CV)?

For tens of thousands of years, humans have reigned as our planet's only intelligent, self-aware species. But the rise of intelligent machines means that could change soon, perhaps in our own lifetimes. Not long after that, Homo sapiens could vanish from Earth entirely. "Our supremacy as the prime understanders of the cosmos is rapidly coming to end," he says in the book, "Novacene." "The understanders of the future will not be humans but what I choose to call'cyborgs' that will have designed and built themselves."

Here are the stories on Living Lab Radio for August 25 and 26, 2019. An American convicted of a federal crime is seven percent more likely to be sentenced to jail time if they are black than if they are white. That jail time is likely to be eight months longer if the person is black. That's a major disparity, but it's a major improvement over where we were twenty years ago. That's the conclusion of a new analysis presented at the American Sociological Association earlier this month.

In this article I'm going to be talking about Tomb Raider. Now why would I take a look at Underworld, ten years after its original release? Well, hidden behind this game is the story of one of the first major efforts at analysing player performance in a AAA video game -- a feat achieved through large scale data collection and a little bit of help from artificial intelligence. All in an effort to answer the question: do players actually play the games we make in the way we expect them to? Nowadays it's incredibly common for games to adopt some form of analytics: a process whereby data is collected on how well the game performs as well as how players behave within it.

Fox News Flash top headlines for August 25 are here. Check out what's clicking on FoxNews.com Lebanon's Hezbollah leader vowed Sunday to shoot down any Israeli drones that enter Lebanese airspace from now on after one allegedly crashed and another exploded in Beirut overnight. Hassan Nasrallah said during a speech that one of the drones had been flying low among buildings and was clearly on a military "suicide mission," which he called "clear aggression." Officials of Iran-backed Hezbollah denied firing at the drones.

I swear by the Hypatia, by lovelace, by Turing, by Fisher (and/or Bayes), and by all the statisticians and data scientists, making them my witness, that i will carry out, according to my ability and judgement, this oath and this indenture. Could this be the first line of a "Hippocratic Oath" for mathematicians and data scientists? Hannah Fry, Associate Professor in the mathematics of cities at University College London, argues that mathematicians and data scientists need such an oath, just like medical doctors who swear to act only in their patients' best interests. "In medicine, you learn about ethics from day one. It has to be there from day one and at the forefront of your mind in every step you take," Fry argued. But is a tech version of the Hippocratic Oath really required?

However, there is a discussion on whether new rules are necessary, as the legal framework might already be there under the bloc's General Data Protection Regulation (GDPR). The GDPR was adopted on April 2016 and took effect in May 2018. Facial recognition data is considered "biometric data", which is a special category of personal data resulting from the technical processing of physical, physiological, or behavioural characteristics. According to GDPR, the processing of "biometric data" to identify a person requires explicit consent from the person whose data is being collected. That excluded data used for national security, according to Diego Naranjo, an advocate at European Digital Rights (EDRi), a Brussels-based nonprofit.

What can stage magic reveal about cognitive biases? Quite a lot, as it turns out. Researchers at the Institute of Neuroscience in Spain, Teatro Encantado in Madrid, and University Pompeu Fabra in Barcelona sought to apply AI and machine learning to quantify a professional magician's skills in "naturalistic conditions." They say that their trained system -- which was designed to follow coins as a magician made them appear and disappear -- not only served as a tracking tool but as an "artificial spectator" that could infer their location, paving the way for experiments in a subfield they describe as "artificial illusionism." "Magic is not the violation of the natural order of things, but the command of cognitive processes," wrote the researchers.

Did you know math could help NASA travel faster and farther? Worcester Polytechnic Institute (WPI) mathematician Randy Paffenroth has been combining machine learning with 19th-century mathematics to make NASA spacecraft lighter and more damage tolerant. His goal is to detect imperfections in carbon nanomaterials used to make composite rocket fuel tanks and other spacecraft structures by using an algorithm he developed. The algorithm allows for higher resolution scans that provide more accurate images of the material's uniformity and potential defects. These yarns are wrapped around structures like rocket fuel tanks, giving them the strength to withstand high pressures.

JERUSALEM (Reuters) - Intel Corp on Tuesday unveiled its latest processor that will be its first using artificial intelligence (AI) and is designed for large computing centers. The chip, developed at its development facility in Haifa, Israel, is known as Nervana NNP-I or Springhill and is based on a 10 nanometer Ice Lake processor that will allow it to cope with high workloads using minimal amounts of energy, Intel said. Facebook, it said, already has started using the product. Intel said its first AI product comes after it had invested in Israeli AI startups, including Habana Labs and NeuroBlade. "In order to reach a future situation of'AI everywhere', we have to deal with huge amounts of data generated and make sure organizations are equipped with what they need to make effective use of the data and process them where they are collected," said Naveen Rao, general manager of Intel's artificial intelligence products group.