Tag: deep learning

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Deep Learning

Deep learning-based surrogate models outperform simulators and could hasten scientific discoveries

Posted on | by aiuniverse

Source: techxplore.com Surrogate models supported by neural networks can perform as well, and in some ways better, than computationally expensive simulators and could lead to new insights in complicated physics problems such as inertial confinement fusion (ICF), Lawrence Livermore National Laboratory (LLNL) scientists reported. In a paper published by the Proceedings of the National Academy of Read More

Deep Learning

AV firm Oxbotica using deepfake technology to scale up ‘real-world’ testing

Posted on | by aiuniverse

Source: intelligenttransport.com Autonomous vehicle software company Oxbotica has developed and deployed deepfake technology to help expose its autonomous vehicles to near-infinite variations of the same situation – without the need for genuine real-world testing of a location. Deepfaking uses deep learning artificial intelligence (AI) to generate fake photo-realistic images. Seeing beyond its potential to create Read More

Deep Learning

Construction Data For Facilities Of The Future

Posted on | by aiuniverse

Source: facilityexecutive.com The shift towards higher rates of data digitization and technology utilization has been occurring in recent years, and as the world has grappled with the novel coronavirus pandemic the need is more acute than ever. Across the spectrum, industries are adopting creative ways to solve real problems using new technologies. Construction industry market Read More

Deep Learning

DECODING THE LINK BETWEEN ARTIFICIAL NEURAL NETWORKS AND DEEP LEARNING ALGORITHMS

Posted on | by aiuniverse

Source: analyticsinsight.net The idea of creating intelligent systems has always fascinated data science professionals. The advent of computers and technology uplifts the notion that an algorithm that can learn from itself and adapt to changing model inputs. The art of self-learning algorithms helping data science with valuable information is an uncharted territory that AI-powered neural networks would like Read More

Uncategorized

Intel Powers Memory-Optimized Azure Virtual Machines (VMs) Featuring Deep Learning Boost Technology

Posted on | by aiuniverse

Source: aithority.com Intel’s Deep Learning Boost Technology (Intel DL Boost) is now the central feature of new general purpose and memory-optimized Azure Virtual Machines (VM). Microsoft has announced that the new Azure VMs are based on the second generation Xenon Platinum Cascade Lake (8272 CL) configuration, capable of running at 2.5 GHz and all-core turbo Read More

Deep Learning

Argonne Researchers Use Deep Learning to Study Avian Interactions with Solar Panels

Posted on | by aiuniverse

Source: mercomindia.com Solar project installations across the United States are increasing, and scientists are trying their best to find out the impact of solar infrastructure on wildlife. Currently, the data collection methods being used are a bit outdated and time-consuming. Taking these things into consideration, the U.S. Department of Energy’s (DOE) Argonne National Laboratory has come up Read More

Deep Learning

Deep learning-based surrogate models outperform simulators and could hasten scientific discoveries

Posted on | by aiuniverse

Source: techxplore.com Surrogate models supported by neural networks can perform as well, and in some ways better, than computationally expensive simulators and could lead to new insights in complicated physics problems such as inertial confinement fusion (ICF), Lawrence Livermore National Laboratory (LLNL) scientists reported. In a paper published by the Proceedings of the National Academy of Read More

Deep Learning

NLP Logix Awarded 3rd Patent for Deep Learning Data Extraction Technique

Posted on | by aiuniverse

Source: aithority.com In late 2015, NLP Logix Lead Data Scientist, Matt Berseth, entered the company into the Camelyon16 Grand Challenge. The Camelyon16 was a challenge for the medical and computer science communities to come together to train a computer to identify breast cancer tumors, at a level at or above the highest trained pathologists in the Read More

Robotics

AI Enhanced Robotics and The Future of Manufacturing

Posted on | by aiuniverse

Source: metrology.news In today’s manufacturing, robots deployed across various industries are mostly doing repetitive tasks. The robots’ overall task performance hinges on the accuracy of their controllers to track predefined motions. The ability of robots to handle unconstructed, complex environments, such as the flexible grasping of previously unknown objects or the assembly of new components, Read More

Data Mining

TOP 10 AI COMMUNITIES FOR AI ENTHUSIASTS

Posted on | by aiuniverse

Source: analyticsinsight.net Artificial intelligence has often been depicted as the Fourth Industrial Revolution. It has become a top need for organizations, with numerous effectively contributing and exploring the abilities of AI. Artificial intelligence has been developing at a fantastic rate in the course of a recent couple of years and as indicated by PwC, A.I. could signify Read More

Deep Learning

Deep Learning Robotics Granted New Patent from US Patent Office for Robotic Learning

Posted on | by aiuniverse

Source: aithority.com Deep Learning Robotics Ltd., a leading technology company focused on robotics and automation solutions, announced that the United States Patent and Trademark Office has granted the company a new patent, No. US10,571,896. This robotic learning patent covers methods and components enabling a robot to autonomously improve its own performance by closely analyzing data associated to its previous Read More

Robotics

Deep Learning Robotics Granted New Patent from US Patent Office for Robotic Learning

Posted on | by aiuniverse

Source: aithority.com Deep Learning Robotics Ltd., a leading technology company focused on robotics and automation solutions, announced that the United States Patent and Trademark Office has granted the company a new patent, No. US10,571,896. This robotic learning patent covers methods and components enabling a robot to autonomously improve its own performance by closely analyzing data associated to its previous Read More

Deep Learning

Artificial Intelligence and Intelligent Automation: What’s the difference?

Posted on | by aiuniverse

Source: ifsecglobal.com The world is becoming more automated – from collaborative robots through to computer programs which can sift through thousands of documents almost instantaneously, organisations can now save time and money in new ways. The technology can now be used for necessary but tedious, time-consuming tasks that would take humans much longer and be Read More

Deep Learning

Deep Learning to Monitor Birds at Solar Facilities

Posted on | by aiuniverse

Source: offgridenergyindependence.com Using artificial intelligence and advanced cameras will help improve our understanding of how birds interact with photovoltaic arrays.  As more solar energy systems are installed scientists are quantifying the effects on wildlife. Current data collection methods are time-consuming, but the US Department of Energy’s (DOE) Argonne National Laboratory has proposed a solution. The lab has been awarded $1.3 Read More

Data Science

TOP DATA SCIENCE COURSES THAT FIT YOUR BUDGET RIGHT

Posted on | by aiuniverse

Source: analyticsinsight.net Has it ever occurred to you that you came across an array of ads of social networking sites of the running shoes you had searched on a different website the previous day? Or the online food ordering app making suggestions about new kebabs joint nearby your area? How about when you are texting Read More

Deep Learning

Why do people focus on deep learning when it comes to artificial intelligence?

Posted on | by aiuniverse

Source: optocrypto.com There are other areas of AI that look promising, such as Deep Learning. Remember that top companies like Google’s DeepMind and OpenAI are already working on this approach. Making the breakthrough. So what is Deep Learning? Well, interestingly, it’s not new. “Deep learning is a classic behavioral phenomenon widely known in the psychological literature Read More

Uncategorized

Why GovTech is building its own robotics stack

Posted on | by aiuniverse

Source: bloombergquint.com A group of robotics experts at Singapore’s Government Technology Agency (GovTech) is working on a robotics technology stack that is set to unify the fragmented landscape of software development tools used to write robot software. That landscape is being dominated by the Robotic Operating System (ROS) framework from the open source community, Nvidia’s Isaac platform, and customised Read More

Deep Learning

Deep learning system will monitor birds at solar facilities

Posted on | by aiuniverse

Source: techxplore.com Using artificial intelligence and advanced cameras will help improve our understanding of how birds interact with photovoltaic arrays. As more solar energy systems are installed across the United States, scientists are quantifying the effects on wildlife. Current data collection methods are time-consuming, but the U.S. Department of Energy’s (DOE) Argonne National Laboratory has proposed a Read More

Deep Learning

AI System – Using Neural Networks With Deep Learning – Beats Stock Market in Simulation

Posted on | by aiuniverse

Source: scitechdaily.com Researchers in Italy have melded the emerging science of convolutional neural networks (CNNs) with deep learning — a discipline within artificial intelligence — to achieve a system of market forecasting with the potential for greater gains and fewer losses than previous attempts to use AI methods to manage stock portfolios. The team, led Read More

Deep Learning

Intel, Microsoft Use Deep Learning To Detect Malware

Posted on | by aiuniverse

Source: rtinsights.com Microsoft and Intel are collaborating on a research project that aims to detect malware threats through the application of deep learning techniques. The project, which has been ongoing for several months, published its first paper earlier this month. In it, the researchers demonstrated a technique that converts malware binary form into grayscale images, which are Read More

Deep Learning

Digital Twins Bridge the Data Gap for Deep Learning

Posted on | by aiuniverse

Source: eetasia.com In today’s world, data is king. The most highly valued companies in the world, whether Amazon, Apple, Facebook, Google, Walmart, or Netflix, have one thing in common: data is their most valuable asset. All of these companies have put that data to work using deep learning (DL). No matter what business you’re in, Read More

Deep Learning

Using Deep Learning, Researchers Automate UAV-Based Land Mine Detection

Posted on | by aiuniverse

Source: photonics.com Researchers at Binghamton University, who previously developed a method for detecting “butterfly” land mines using low-cost, commercial drones equipped with multispectral and infrared cameras, are now focusing on automated detection of land mines using convolutional neural networks. Nicknamed “butterfly” land mines for their small size and butterfly-like shape, PFM-1 land mines are extremely Read More

Deep Learning

Deep Learning Software Accelerator to Speed AI Deployments

Posted on | by aiuniverse

Source: eetindia.co.in Today, there is a lot of talk about artificial intelligence (AI). Any technological, electronic, recreational and IT sector is increasingly exploring AI. In particular, the world’s attention is focused on deep learning, a specific sub-field of AI. It involves extrapolations of expressions from our brain, neural networks and virtual realities. DeepCube provides a software-based Read More

Deep Learning

Using deep learning to give robotic fingertips a sense of touch

Posted on | by aiuniverse

Source: techxplore.com Researchers at the University of Bristol have recently trained a deep-neural-network-based model to gather tactile information about 3-D objects. In their paper, published in IEEE Robotics & Automation Magazine, they applied the deep learning technique to a robotic fingertip with sensing capabilities and found that it allowed it to infer more information about its Read More

Deep Learning

‘Frugality is a painful lesson many startups are learning through this crisis

Posted on | by aiuniverse

Source: expresscomputer.in As per a recent report, the global process automation market size was somewhat around $138 billion in 2016 and is expected to grow at a CAGR of 6.6% to $178 billion in 2020. Now, with the current pandemic, it’s quite debatable whether that’s achievable. However, startups have been strongly rooting for leveraging AI Read More

Deep Learning

Deep learning and AI drives ‘computer vision’ market

Posted on | by aiuniverse

Source: gadget.co.za Computer vision (CV) is aiding numerous promising applications and revolutionizing the way people do things. According to new research from Omdia, the proof-of-concepts that started a few years ago are now going into production, with deployments across a wide range of applications. Many businesses are realizing the value of vision and are starting Read More

Deep Learning

Deep learning accurately stains digital biopsy slides

Posted on | by aiuniverse

Source: news.mit.edu Tissue biopsy slides stained using hematoxylin and eosin (H&E) dyes are a cornerstone of histopathology, especially for pathologists needing to diagnose and determine the stage of cancers. A research team led by MIT scientists at the Media Lab, in collaboration with clinicians at Stanford University School of Medicine and Harvard Medical School, now shows that Read More

Deep Learning

Lucidworks develops deep learning solution to make chatbots smarter

Posted on | by aiuniverse

Source: blogs.oracle.com Chatbots and virtual assistants that don’t provide the right answers to customer queries can result in a frustrating digital experiences for customers – particularly those chatbots programmed without deep learning capabilities. Deep learning is essential for automated chatbots to understand natural language questions and to provide the right answers, which is something that AI-powered Read More

Deep Learning

Exploring Artificial Intelligence Variants and Their Uses

Posted on | by aiuniverse

Source:rtinsights.com Artificial intelligence (AI) refers to the simulation of human intelligence in systems programmed to think like humans and mimic their actions. AI includes a broad range of technologies, including cognitive computing, deep learning, expert systems, machine learning, natural language processing, and IBM Watson.   The common thread across these areas, and all of AI, for that matter, is the ability to Read More

Deep Learning

Deep learning for OCT image analysis

Posted on | by aiuniverse

Source:laserfocusworld.com Millions of optical coherence tomography (OCT) images are acquired each year, providing anatomical insights to diagnose numerous medical conditions, including diabetic macular edema (DME). Deep learning is a form of artificial intelligence (AI) in which large amounts of data are processed to combine key factors and predict an output. Deep learning needs an ample database to reach conclusions. Read More