Amazon Developing AI System for Trying on Clothes Virtually

At Amazon Lab126, researchers proposed three related AI algorithms to create Outfit-VITON, an image-based virtual try-on system for apparel. The algorithms could form the basis of an assistant to help a customer shop for clothes by describing a product’s variations, recommending items that go with the one selected, and synthesizing the image of a model wearing clothes to show how all the items work as an outfit. The algorithms will be presented at the annual IEEE Conference on Computer Vision and Pattern Recognition (CVPR will be held virtually this year, June 14-19). Continue reading Amazon Developing AI System for Trying on Clothes Virtually

Experts Examine Ethical Implications of Artificial Intelligence

IEEE Ethically Aligned Design outreach committee co-chair Maya Zuckerman presided over an NAB 2019 panel examining the thorny issues surrounding ethics and artificial intelligence. With Augmented Leadership Institute chief executive Sari Stenfors and Corto chief executive Yves Bergquist, who is lead of AI and neuroscience at USC’s Entertainment Technology Center, the consensus was there is too much focus on AI creating dystopian outcomes. In fact, Stenfors strongly believes AI can contribute to a utopian society. Continue reading Experts Examine Ethical Implications of Artificial Intelligence

CES Panel: Industry Execs Discuss Ethical Implications of AI

Industry leaders gathered at CES to discuss the ethics of artificial intelligence. Isaac Asimov’s Three Laws of Robotics protect humans from physical harm by robots, moderator Kevin Kelly of BigBuzz Marketing Group started out, but how do we protect ourselves from other types of technology-driven harm? AI experts Anna Bethke from Intel, David Hanson from Hanson Robotics, and Mina Hanna from the IEEE had a wide-ranging discussion on how to identify, shape and possibly regulate aspects of AI development that can have ethical and moral ramifications. Continue reading CES Panel: Industry Execs Discuss Ethical Implications of AI

IBM, Harvard University Develop New Tool for AI Translation

At the IEEE Conference on Visual Analytics Science and Technology in Berlin, IBM and Harvard University researchers presented Seq2Seq-Vis, a tool to debug machine translation tools. Translation tools rely on neural networks, which, because they are opaque, make it difficult to determine how mistakes were made. For that reason, it’s known as the “black box problem.” Seq2Seq-Vis allows deep-learning app creators to visualize AI’s decision-making process as it translates a sequence of words from one language to another. Continue reading IBM, Harvard University Develop New Tool for AI Translation

Wi-Fi Will Require Enhancements to Keep Up With 5G Tech

High-bandwidth 5G technology will make our mobile phones, tablets and computers much faster, with even the earliest 5G devices capable of 1 to 5 gigabit per second speeds — 10 to 100 times faster than today’s home broadband networks. We’ll still need the modem or Wi-Fi network for data service, and cable companies plan to upgrade their home services to be able to offer 5G. But Wi-Fi is another story: current routers don’t have enough bandwidth for the high-resolution content that 5G can offer, making its future uncertain. Continue reading Wi-Fi Will Require Enhancements to Keep Up With 5G Tech

IEEE Pinpoints New Technologies to Go Mainstream by 2023

As it does every year, the IEEE (Institute of Electrical and Electronics Engineers) presented a rundown of emerging technologies it believes will go mainstream in three to five years. “These technologies are still incubated out of the mainstream,” said IP Action Partners president Stuart Lipoff, who moderated the CES event. He identified seven “overarching drivers of emerging technologies,” beginning with managing complexity of feature-rich hardware, QoS-aware broadband connectivity and cheap, abundant storage. Continue reading IEEE Pinpoints New Technologies to Go Mainstream by 2023

VR and AR Expected to Further Redefine Experiences at CES

Virtual reality, augmented reality and immersive experiences crossed over the apex of the hype curve and are now tracking the slope of enlightenment as they develop into niche market applications or pivot into location-based entertainment. Resolution, frame rate, horizontal and vertical field of view in the HMDs (head mounted displays), and head and body tracking technology, have all improved over the last year with further advances expected next month at CES 2018 in Las Vegas. This applies equally to next generation HMDs, projection, and heads-up approaches to immersive experiences. Continue reading VR and AR Expected to Further Redefine Experiences at CES

Google Intends to Advance Machine Learning With its AutoML

In May, research project Google Brain debuted its AutoML artificial intelligence system that can generate its own AIs. Now, Google has unveiled an AutoML project to automate the design of machine learning models using so-called reinforcement learning. In this system, AutoML is a controller neural network that develops a “child” AI network for a specific task. The near-term goal is that AutoML would be able to create a child that outperforms human versions. Down the line, AutoML could improve vision for autonomous vehicles and AI robots. Continue reading Google Intends to Advance Machine Learning With its AutoML

VR Industry Forum Draft Guidelines Push for Open Ecosystem

Over the weekend, the Virtual Reality Industry Forum (VRIF) released its draft VR and 360 video production and distribution guidelines at IBC 2017 in Amsterdam. The draft document begins with an intro section suggesting best practices for VR/360 production, including experiences with three degrees of freedom (3DOF). It then makes specific recommendations for the technical aspects of visual and audio VR/360 content production, media and presentation profiles, and content security. VRIF aims to release the full guidelines, with an emphasis on an open ecosystem, at CES 2018 in January. Continue reading VR Industry Forum Draft Guidelines Push for Open Ecosystem

Addressing the Myths That Impact Creation of VR Standards

In VentureBeat, The Khronos Group president Neil Trevett and Sensics CEO Yuval Boger list four myths that are standing in the way of VR standards and more rapid market growth — “Myth 1: It’s too early for standards,” “Myth 2: Standards stifle innovation,” “Myth 3: Consumers won’t be impacted” and “Myth 4: There are too many cooks developing standards.” Trevett and Boger counter all four and note that The Khronos Group and IEEE are leading efforts to develop VR standards. The ETC’s VR/AR Initiative program lead, Phil Lelyveld, says that despite outreach efforts to the creative community by those organizations, active contributors are predominantly hardware and tool developers and technologists. Continue reading Addressing the Myths That Impact Creation of VR Standards

Archivists Promote AXF as Standard to End Metadata Issues

At AMIA’s The Reel Thing conference in Hollywood, HBO director of archives and asset management Randal Luckow and Digital Preservation Laboratories president Steve Kochak discussed cataloging unstructured metadata for preservation in distributed databases using the open standard Archive eXchange Format (AXF). Migrating physical elements often leaves out information important for the future, and metadata generated in the course of the project isn’t always documented, leading to problems linking the metadata to digital audio-video.

Continue reading Archivists Promote AXF as Standard to End Metadata Issues

IBM, Microsoft Execs Promote the Ethical Development of AI

Many in the artificial intelligence community have called for ethical guidelines for the burgeoning field, and IBM chief executive Ginni Rometty is the latest to add her voice, which she did at the World Economic Forum in Davos. MIT, Harvard and LinkedIn co-founder Reid Hoffman have established a $27 million fund to analyze the impact and implications of AI; the IEEE has proposed ethical guidelines; the Obama administration issued a report on AI’s impact on jobs; and Carnegie Mellon studies the future of AI. Continue reading IBM, Microsoft Execs Promote the Ethical Development of AI

IEEE Publishes First Draft Guidelines for ‘Ethically Aligned’ AI

The IEEE just published the first version of a 136-page document that it hopes will help technologists build ethically designed AI systems that can benefit humanity and avoid the pitfalls inherent in the new field. Ethics, says the IEEE, is something that technologists should consider when building autonomous systems, and it lists recommendations in the new document, titled “Ethically Aligned Design,” which are based on the input of more than 100 specialists in AI, law, ethics, philosophy and policy. Continue reading IEEE Publishes First Draft Guidelines for ‘Ethically Aligned’ AI

Researchers Warn That Smart Home Technology is Hackable

The security research community has warned that the Internet of Things, including home security systems, is hackable. Researchers at the University of Michigan and Microsoft have published an in-depth security analysis of Samsung’s SmartThings platform that allows control of home appliances via PC or smartphone. They were able to hack the system, setting off a smoke alarm and opening a digital lock with a “backdoor” PIN. Their findings will be presented at the IEEE Symposium on Security and Privacy later this month. Continue reading Researchers Warn That Smart Home Technology is Hackable

IEEE Picks Most Interesting Emerging Technologies at CES

The IEEE (Institute of Electrical and Electronics Engineers), with more than 430,000 members in over 160 countries, has a pedigree in publishing technical literature and developing international standards. At CES 2016, its members are actively involved in the development and advancement of some of the hottest trends on the show floor. At an end-of-conference session, a group of IEEE members revealed what they found to be the most interesting technologies on display and how they’re working to improve them. Continue reading IEEE Picks Most Interesting Emerging Technologies at CES

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