With the explosion of Virtual Reality and Augmented Reality in recent years, it’s no surprise that many companies are betting on Artificial Intelligence and Machine Learning to power these new technologies. In this article, you’ll learn about five examples of artificial intelligence and machine learning applications in VR/AR. Before that, let’s understand a few terminologies.
What Are AI And ML?
AI and ML are two of the hottest buzzwords in tech right now. They stand for artificial intelligence and machine learning, respectively. These cutting-edge technologies are being used to create more immersive and realistic experiences in both augmented reality (AR) and virtual reality (VR).
Some ways AI and ML are being used to improve AR and VR experiences include more realistic avatars, better object recognition, and improved tracking. For example, Microsoft’s HoloLens 2 uses AI and ML to create more realistic holograms. And Magic Leap’s headset relies on machine learning algorithms to understand and respond to the user’s movements.
What Are AR & VR?
AR and VR are two different technologies used to create immersive experiences. Augmented reality (AR) adds digital elements to a real-world environment, while virtual reality (VR) creates an artificial environment. Both technologies can be used for gaming, education, or training purposes. AR is more commonly used on mobile devices, while VR requires dedicated hardware such as headsets or consoles.
Potential Problems With Augmented Reality
One potential problem is that people could become too reliant on augmented reality and unable to function without it. For example, if someone is using an augmented reality device to help them with their work, they may not be able to do their job without it if the device breaks or is turned off.
Another potential problem is that augmented reality could be used to create fraudulent or fake versions of real-world objects. For example, someone could create a manufactured product and use augmented reality to make it look like the real thing. This could lead to people buying fake products or scamming their money.
Potential Problems With Virtual Reality
Virtual reality has the potential to cause some problems. For example, virtual reality headsets may have difficulty telling the difference between reality and the virtual world. This could lead to people becoming confused or disoriented.
Additionally, virtual reality may cause some people to feel nauseous or experience headaches. Some people may also fear heights or claustrophobia if they use virtual reality for too long.
AI & ML Examples Boosting AR And VR Experience
- AI and ML can boost the AR and VR experience by providing more realistic and believable virtual environments. Using data collected from real-world sensors, AI can create more realistic models of objects and environments, making better AR and VR experiences.
- Artificial intelligence can boost AR and VR by providing more accurate and believable tracking of real-world objects. This is essential for creating credible AR experiences as it allows virtual objects to interact more realistically with the real world.
- AI can also be used to create better 3D models of objects, which can be used in AR and VR applications. By understanding things’ geometry and surface appearance, artificial intelligence can create more realistic 3D models that can improve users’ overall experience.
- Additionally,Artificial Intelligencecan improve voice recognition systems in augmented and virtual reality applications. This is important as it allows users to interact with virtual assistants and control systems using their voices.
- AI can help create new content for AR and VR experiences. By understanding users’ preferences and interests, AI can generate a unique range tailored specifically for them. This customized content can be used to improve the overall user experience and create a more immersive environment.
- AI is a promising technology that can help boost sales in the AR/VR industry. Many companies are already implementing it into their existing solutions and products.
Conclusion
It’s no secret that artificial intelligence (AI) and machine learning(ML) are two of the most popular buzzwords in the tech world today. What’s less well known is how these cutting-edge technologies are being used to enhance AR and VR experiences. This article has looked at examples of artificial intelligence and machine learning boosting AR and VR. From interactive virtual assistants to realistic avatars, it’s clear that these technologies are significantly impacting the future of immersive computing.