#applications of augmented reality

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https://expertsay.blog/the-transformative-power-of-virtual-reality-development/

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Open-Source Platform Cuts Costs for Running AI - Technology Org

New Post has been published on https://thedigitalinsider.com/open-source-platform-cuts-costs-for-running-ai-technology-org/

Open-Source Platform Cuts Costs for Running AI - Technology Org

Cornell researchers have released a new, open-source platform called Cascade that can run artificial intelligence (AI) models in a way that slashes expenses and energy costs while dramatically improving performance.

Artificial intelligence hardware – artistic interpretation. Image credit: Alius Noreika, created with AI Image Creator

Cascade is designed for settings like smart traffic intersections, medical diagnostics, equipment servicing using augmented reality, digital agriculture, smart power grids and automatic product inspection during manufacturing – situations where AI models must react within a fraction of a second. It is already in use by College of Veterinary Medicine researchers monitoring cows for risk of mastitis.

With the rise of AI, many companies are eager to leverage new capabilities but worried about the associated computing costs and the risks of sharing private data with AI companies or sending sensitive information into the cloud – far-off servers accessed through the internet.

Also, today’s AI models are slow, limiting their use in settings where data must be transferred back and forth or the model is controlling an automated system. 

A team led by Ken Birman, professor of computer science in the Cornell Ann S. Bowers College of Computing and Information Science, combined several innovations to address these concerns.

Birman partnered with Weijia Song, a senior research associate, to develop an edge computing system they named Cascade. Edge computing is an approach that places the computation and data storage closer to the sources of data, protecting sensitive information. Song’s “zero copy” edge computing design minimizes data movement.

The AI models don’t have to wait to fetch data when reacting to an event, which enables faster responses, the researchers said.

“Cascade enables users to put machine learning and data fusion really close to the edge of the internet, so artificially intelligent actions can occur instantly,” Birman said. “This contrasts with standard cloud computing approaches, where the frequent movement of data from machine to machine forces those same AIs to wait, resulting in long delays perceptible to the user.” 

Cascade is giving impressive results, with most programs running two to 10 times faster than cloud-based applications, and some computer vision tasks speeding up by factors of 20 or more. Larger AI models see the most benefit.

Moreover, the approach is easy to use: “Cascade often requires no changes at all to the AI software,” Birman said.

Alicia Yang, a doctoral student in the field of computer science, was one of several student researchers in the effort. She developed Navigator, a memory manager and task scheduler for AI workflows that further boosts performance.

“Navigator really pays off when a number of applications need to share expensive hardware,” Yang said. “Compared to cloud-based approaches, Navigator accomplishes the same work in less time and uses the hardware far more efficiently.”

In CVM, Parminder Basran, associate research professor of medical oncology in the Department of Clinical Sciences, and Matthias Wieland, Ph.D. ’21, assistant professor in the Department of Population Medicine and Diagnostic Sciences, are using Cascade to monitor dairy cows for signs of increased mastitis – a common infection in the mammary gland that reduces milk production.

By imaging the udders of thousands of cows during each milking session and comparing the new photos to those from past milkings, an AI model running on Cascade identifies dry skin, open lesions, rough teat ends and other changes that may signal disease. If early symptoms are detected, cows could be subjected to a medicinal rinse at the milking station to potentially head off a full-blown infection.

Thiago Garrett, a visiting researcher from the University of Oslo, used Cascade to build a prototype “smart traffic intersection.”

His solution tracks crowded settings packed with people, cars, bicycles and other objects, anticipates possible collisions and warns of risks – within milliseconds after images are captured. When he ran the same AI model on a cloud computing infrastructure, it took seconds to sense possible accidents, far too late to sound a warning.

With the new open-source release, Birman’s group hopes other researchers will explore possible uses for Cascade, making AI applications more widely accessible.

“Our goal is to see it used,” Birman said. “Our Cornell effort is supported by the government and many companies. This open-source release will allow the public to benefit from what we created.”

Source: Cornell University

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Virtual Reality (VR): Definition, History, Applications & Future

Learn everything about Virtual Reality (VR) – from its definition, historical development, and technology to applications, benefits, limitations, and future trends. Virtual Reality (VR) Virtual Reality (VR) is a simulated experience that can be similar to or completely different from the real world. It immerses users in a computer-generated environment, often incorporating auditory, visual, and…

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Augmented Reality: A Comprehensive Exploration of Applications, Development, and Experiences

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Augmented Reality (AR)

What is Augmented Reality (AR)? Augmented Reality (AR) is the integration of digital information with the real world.Unlike Virtual Reality (VR), which creates a fully artificial environment, AR enhances the existing environment. It does so by overlaying digital content such as images, sounds, and text in real time. From Snapchat filters to advanced surgical simulations, AR has already begun…

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The Future of AR and VR: Innovation Beyond the Metaverse

The concepts of Augmented Reality (AR) and Virtual Reality (VR) have moved far beyond their initial novelty. As we head into 2024, these technologies are steadily becoming core elements in industries like manufacturing, product design, and more. What was once thought of as the “Metaverse” is now evolving into something even more impactful: practical, real-world applications of AR and VR.

One key area where AR and VR are making an impact is product lifecycle management (PLM). VR allows teams from different parts of the world to collaborate in shared virtual spaces, allowing them to visualize, design, and manipulate 3D models in real time. This speeds up the design process, eliminates misunderstandings, and improves product outcomes.

2. AR is helping designers visualize product modifications on physical objects, helping them make smarter decisions faster. This reduces the time spent on prototypes and testing, ultimately saving both time and money for businesses.

As the technology evolves, AR and VR are expected to become more affordable, reliable, and accessible. While major companies like Google and Apple may have paused their AR glasses projects, Meta has moved forward with its own smart glasses, signaling a major leap toward everyday AR use.

In 2025, AR and VR will no longer be niche technologies—they’ll be integral to how industries design, create, and operate. From improving how we work in teams to making product design more efficient, the future of AR and VR is about real-world innovation and streamlined processes.

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Conclusion:

Augmented Reality (AR) and Virtual Reality (VR) are changing how businesses design, plan, and operate. From improving product development to enhancing team collaboration, these technologies offer practical benefits across many industries. XcelTec helps companies bring their AR/VR ideas to life with customized, easy-to-use solutions that fit real business needs. Whether it’s virtual product demos or interactive training, we make innovation simple and effective.

Explore the future of AR and VR. Stay ahead of the curve and revolutionize your business today with XcelTec’s cutting-edge AR and VR solutions. Contact us on: +91 987 979 9459 | +1-(980) 428-9909 Email us at: sales@xceltec.com For more information: https://www.xceltec.com/

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As we move towards 2025, the potential for VR and AR app development is immense. KPIS Pvt. Ltd. is the leading VR and AR App Development Company, providing cutting-edge immersive solutions based on various industries such as gaming, healthcare, education, real estate, and e-commerce. Using 3D modeling, AI, spatial computing, and interaction design, we design next-gen AR/VR applications that improve user engagement and transform business operations. With the right tools like Unity, Unreal Engine, ARKit, and ARCore, skills, and creative vision, developers can create impactful and innovative applications that revolutionize industries. If you are looking to develop a cutting-edge VR or AR app, now is the ideal time to explore these transformative technologies. Contact us today or hire skilled developers to explore how we can help bring your ideas to life with cutting-edge technology and expert development services.

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7 Applications of AI Video in the Entertainment Industry - Technology Org

New Post has been published on https://thedigitalinsider.com/7-applications-of-ai-video-in-the-entertainment-industry-technology-org/

7 Applications of AI Video in the Entertainment Industry - Technology Org

Artificial Intelligence (AI) has revolutionized various industries, and the entertainment sector is no exception. In recent years, AI has found numerous applications in video production, enhancing creativity, efficiency, and audience engagement. From video editing to content recommendation, AI-driven technologies are transforming the way we create, distribute, and consume entertainment content. In this article, we will explore seven exciting applications of generative AI video in the entertainment industry.

Video editing. Image credit: DaleshTV via Wikimedia, CC-BY-SA-4.0

Video Editing and Post-Production

One of the most prominent applications of AI in the entertainment industry is in video editing and post-production. AI-powered editing tools can analyze video footage to automatically select the best shots, correct color and lighting, and even add special effects. For instance, Adobe’s Premiere Pro offers AI-powered features like Auto Reframe, which automatically adjusts the aspect ratio of videos for different platforms, saving creators valuable time.

Deepfake Technology

Deepfake technology, which uses AI algorithms to superimpose one person’s face onto another’s body, has garnered significant attention in the entertainment industry. While controversial, deepfakes have been used in movies and TV shows to recreate the likeness of actors who are no longer available or to de-age actors. This technology allows filmmakers to create realistic digital people and characters, opening up new creative possibilities.

Personalized Content Recommendation

AI-driven recommendation algorithms have become a staple in the entertainment industry, helping platforms like Netflix, Spotify, and YouTube suggest content tailored to individual preferences. These algorithms analyze users’ viewing habits, likes, and dislikes to recommend movies, TV shows, and music that align with their tastes. This personalized content recommendation not only enhances user experience but also keeps viewers engaged for longer periods, increasing platform revenue.

Virtual Production

AI video is also revolutionizing virtual production techniques. Filmmakers can now use AI-driven tools to create realistic virtual sets and environments. This technology allows for more cost-effective and efficient filmmaking, as it eliminates the need for physical sets and on-location shoots. Additionally, it enables real-time visualization of scenes, empowering directors and actors to make instant creative decisions.

Video Restoration and Enhancement

AI algorithms are invaluable in restoring and enhancing old or damaged video footage. Whether it’s restoring classic films or enhancing historical footage, AI-driven tools can significantly improve the quality of visuals and audio. This not only preserves valuable cultural artifacts but also offers a new way to experience old content with modern clarity and vibrancy.

Content Creation and Generation

AI-generated content is gaining traction in the entertainment industry. AI systems can analyze trends, generate scripts, and even compose music. OpenAI’s GPT-3, for example, has been used to write articles, stories, and dialogues for video games. While AI-generated content is not replacing human creativity, it can be a valuable tool for generating ideas and streamlining content creation processes.

Audience Engagement and Interaction

AI is enhancing audience engagement in various entertainment forms, including interactive videos, virtual reality experiences, and augmented reality games. Interactive storytelling powered by AI allows viewers to make choices that impact the narrative, creating personalized experiences. Virtual reality and augmented reality experiences are also made more immersive and interactive with AI, providing audiences with captivating and engaging entertainment options.

AI video technology is reshaping the entertainment industry in remarkable ways. From video editing and deepfake technology to personalized content recommendation and virtual production, AI is enhancing creativity and efficiency throughout the production process. Additionally, AI is contributing to the preservation and enhancement of historical content and generating new forms of creative expression. As AI continues to evolve, we can expect even more exciting applications in the entertainment industry, pushing the boundaries of what’s possible in the world of video and media. It’s an exciting time for both creators and audiences as AI-driven innovations continue to transform the entertainment landscape.

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Technology trend is of 5G means more connectivity between People and devices, promises faster data download and upload speeds, wider cover and stable connections. This 5G technologies like IOT, Augmented Reality and autonomous vehicles provides high speed, low latency connections and reliability.

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Augmented Reality: A Comprehensive Exploration of Applications, Development, and Experiences

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Empowering Businesses with AR Technology - Atcuality

Atcuality is at the forefront of innovation, delivering Augmented Reality Development Services that empower businesses to achieve more. By integrating AR into your operations, you can revolutionize product demonstrations, training sessions, and customer engagement strategies. Our solutions are designed to provide real-time interactivity, allowing users to visualize and interact with digital elements in their physical environments. Whether you need AR for retail, gaming, or enterprise applications, we tailor our services to meet your specific goals. With a focus on creativity and functionality, we ensure that your AR solutions not only meet but exceed expectations. Discover how Atcuality can help you unlock new dimensions of growth with AR technology.