Items tagged with machine learning
Instagram wants to eliminate bullying on its platform and has announced new tools to do so. The service already has tools that allow people to report bullying, and when reported, the content is removed from the network; the new tool that Instagram is rolling out brings a way to detect bullying in photos. Instagram's new head, Adam Mosseri, says that most of the photos on the network are positive and meant to bring people joy, but on occasion, a photo is shared that is unkind or unwelcome. Instagram is using machine learning technology to detect bullying in photos and captions on photos proactively,...
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This week at Gamescom 2018, NVIDIA held a GeForce Gaming Celebration to unveil its new GeForce RTX 2080 and 2070 series graphics cards, based on its new Turing GPU architecture. The NVIDIA GPU that powers GeForce RTX cards ushers in a wealth of new technologies, enabled by its new processing engines. These new technologies include hardware-accelerated, real-time Ray Tracing and a new form of anti-aliasing called DLSS or Deep Learning Super Sampling, among a few others we can't talk about just yet. What’s interesting about DLSS is that it uses Turing’s Tensor cores to enable a deep learning-powered...
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This robot with the fake hand on it has one job; and that job isn't to learn to grasp objects or hold tools. This robot is meant only to find that stripe wearing, child frustrating, bespectacled Waldo from the kids books. Perhaps the scientists will next time devise a robot AI that reads the last chapter of the new novel from your favorite author and tells you what happens. This bot is called "There's Waldo" and it uses machine learning to find Waldo and point him out. The robot was built by Redpepper and uses a Raspberry Pi along with pyram Python Library. The bot automatically goes over the page...
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Do you need any more proof that your ball handling skills suck? Well, look no further than Carnegie Mellon University and DeepMotion, which together trained AI how to dribble a basketball and pull off increasingly advanced moves as it learned. It can be hard to often rationalize in our minds that professional basketball players who make dribbling, crossovers, and pump fakes seem so effortless have honed those skills over many years of practice. However, researchers at Carnegie Mellon and DeepMotion were able to teach AI how to pull off similar feats in a matter of hours (via...
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Most word processing programs will go through your work and at least perform a spellcheck, looking for misspelled words that you do not want appearing on your final document. Others look for mistakes in grammar. Google is implementing the latter into Docs as part of a sweeping G Suite update, and what is interesting about Google's implementation is that it uses machine learning to identify grammatical errors. "It can be tricky at times to catch things like spelling and grammatical errors that inadvertently change the meaning of a sentence. That’s why we’re introducing grammar suggestions...
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It’s happened to us all at some point in time — you capture an image in less-than-ideal light conditions and the end result is a is grainy photo filled with digital noise. While you may still be able to make out many of the details in the photograph, wouldn’t it be nice if you could somehow magically restore it to near perfect condition the way it was meant to be seen? That’s exactly what researchers from NVIDIA, MIT and Aalto University have been able achieve using deep learning artificial intelligence called Noise2Noise. NVIDIA used a team of Tesla P100 GPUs along with...
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Google has been able to train its various DeepMind AIs to do some very cool things. The AlphaZero AI was able to destroy the highly acclaimed Stockfish chess program over a 100-game match, winning 28 of the matches outright and tying the other 72 matches for a no loss record. DeepMind certainly isn’t the only AI that has performed some cool and impressive feats, however. With respect to a pure gaming venue, EA has developed an AI that is able to successfully battle human players in Battlefield 1. And yet another AI, inspired by the human visual cortex, was recently demonstrated as having...
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After months of internal and public testing (via the Windows Insider program), Microsoft released the Windows 10 April 2018 Update on the very last day of April. Microsoft rolled the update out in phases to help minimize install failures and hardware incompatibilities (which did tend to pop up on occasion). Today, Microsoft announced that the April 2018 Update is now available for all Windows 10 PCs. The company says that it was able to achieve broad availability in a relatively short period of time thanks in part to machine learning. "Our AI approach intelligently selects...
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After taking a measured, wait-and-see approach to machine learning, Arm is ready to jump into the fold full throttle. Today, the company is following up on its Project Trillium announcement from back in February with new details surrounding its machine learning processor, also known as the neural-network processing unit or NPU. To quickly recap, Project Trillium encompasses Arm’s push to leverage machine learning and neural network operations across their line-up of processors – whether that processing takes place on the CPU, GPU, or its new NPU. Arm’s goal is to make machine...
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NVIDIA is talking up some new AI techniques that well help robots to more efficiently work alongside humans. The research was led by NVIDIA researchers Stan Birchfield and Jonathan Tremblay. The duo was able to develop a deep learning-based system that is said to be the first of its kind that can teach a robot to complete a task simply by observing the actions of a human. NVIDIA says that the research is meant to enhance communications between humans and robots while furthering research that allows people to work alongside robots seamlessly. "For robots to perform useful tasks in real-world settings,...
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NVIDIA researchers have come up with some new artificial intelligence (AI) technology that can help fill in the blanks with respect to images that have either been corrupted or otherwise having missing details. With a team lead by NVIDIA's Guilin Liu, missing pixels can be quickly reclaimed with stunning results. This process, which NVIDIA calls image inpainting, can be used not only for restoring missing image pixels, but also for removing an unwanted object from a scene and filling it back in. If this sounds familiar, it's because Photoshop has been able to perform similar operations with Content-Aware...
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Are you one of those people that is constantly being criticized for mumbling or speaking too softly; so much so that no one can clearly understand what you're saying? That may not be a problem for a new communication device from MIT called the AlterEgo. AlterEgo is a rather odd-looking wearable device that mounts to your head and wraps around the back of your neck. Electrodes mounted on the device are than able to identify neuromuscular signals in the jaw and face to read a human's subvocalization. Subvocalization refers to the muscular movements that are made when we almost imperceptibly say words...
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Of the over 28,000 attendees at NVIDIA’s GTC 2018 GPU Technology Conference, many converged on the San Jose Convention Center this week to learn about advancements in AI and Machine Learning that the company would bring to the table for developers, researchers and service providers in the field. Today, NVIDIA CEO Jensen Huang took to the stage to unveil a number of GPU-powered innovations for Machine Learning, including a new AI super computer and an updated version of the company’s powerful Tesla V100 GPU that now sports a hefty 32 Gigabytes of on-board HBM2 memory. NVIDIA Tesla V100...
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Microsoft today announced that it will be bringing a new artificial intelligence platform to Windows 10 with the upcoming spring update. The AI platform, which is being called Windows ML, will allow developers to use pre-trained machine learning models within their apps to use across a broad spectrum of Windows-based devices. When it comes to hardware support, Microsoft says that Windows ML is "tuned for efficiency across the diverse silicon" that is already supported on Windows platforms. Microsoft will support current and future hardware (including CPUs, and GPUs that support DirectX 12) and...
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