AI has already begun to be applied in areas where it is necessary to analyze and generate content. In particular, artificial intelligence is implemented in game and app development. AI is getting popular primarily due to its ability to significantly speed up and facilitate the content development process. Instead of spending several hours manually creating graphics for games and applications, you can use AI to generate the necessary components on its own simply. Then the developer will make their edits.
Therefore, it is not surprising that the number of companies using AI is growing. According to Forbes Advisor, by 2027 the artificial intelligence market will be estimated at 407 billion USD. And 64% of enterprises believe that artificial intelligence will increase their productivity.
Unity, one of the most famous app manufacturers for portable gadgets, is among the companies that are already gradually introducing AI into their work.
In this article, we will take a detailed look and analyze the new artificial intelligence developments from Unity and what they mean for the development of XR applications.
Leveraging Unity AI for App Development
Unity has been using AI for a few years now, but, firstly, it was mostly for marketing and non-game content to a wider audience. Like, for example, Luna, a platform that aims to improve the advertising strategy of brands. Or Supersonic which is a stand-alone platform that automates and accelerates game advertising.
Secondly, artificial intelligence and neural networks for gaming have previously been created only for developers who have special qualifications for working with applications. Like, for example, ML agents, which allow you not to code the behavior of digital elements, because these elements themselves (smart agents) are independently learning the algorithms of behavior in the environment. For example, in a game from Unity, you can hone the behavior of a digital corgi that runs after a stick. Or the behavior of racing cars, as in this video.
“In the carting micro game, our ML agent scenes are typically set up with a few major components: the training environment, the level, that we want our agents to observe and familiarize with. Which, in our case, is our racetracks. The agents are the game objects we want to train. So, that they can accomplish a goal, such as driving without colliding with the track walls. And, finally — our academy, which collects all observations, done by our agents and trains them”, said Unity’s official video.
In March 2023, Unity announced their own AI game and application development features. Then there was the first presentation of an ecosystem with artificial intelligence, which operates according to the principle of many AI generators, such as Midjourney and ChatGPT.
A few days ago, new AI tools for developing games and applications were announced: Unity Muse and Unity Sentis, which we will discuss in more detail below.
Unity Muse: Empowering AI Creativity
Unity Muse is the newest platform with artificial intelligence, the main purpose of which is to accelerate the creation of applications with 3D graphics. In particular, the option of this platform includes such basic functions as:
- automatic creation of animated characters and digital doubles;
- creation of the movements of the animated model — for example, jumps or backflips;
- creating a texture for the environment;
- addition to ready-made 3D models — for example, the video shows how you can highlight the roof area on the digital model of the house, enter a prompt and select several options for a red roof from the database.
“The Muse platform provides quick access to detailed information from the documentation and can also generate 2D sprites and 3D animations. This allows developers to quickly get the resources they need to create prototypes or new experiences without waiting for final versions of models and sprites. With Muse chat, developers can effectively communicate with other team members and get the help they need during development”, said Qualium Systems Unity tech lead Arcueid D’athemon.
The main difference between Unity Muse and ML agents is ease of use. The newest platform looks like a chat with a neural network and the principle of operation resembles the sensational ChatGPT. As mentioned above, the user enters the required prompt to generate the 3D content required for the application.
Harness the Power of Unity Sentis AI
Unity Sentis is a cross-platform tool that integrates AI into Unity applications. According to Unity’s official announcement, Sentis enables in-app digital models to work flawlessly on all operating systems, browsers, and devices that support Unity, from smartphones and tablets to game consoles and XR glasses.
Thus, applications with built-in AI models work more efficiently due to the fact that data is processed in real-time.
However, according to Arcueid D’athemon, Unity tech lead at Qualium Systems, the range of Sentis options is wider, and the platform can also generate voice acting and animation for a character.
“It opens up opportunities to quickly create dynamically generated actions in the application that will depend on the environment or interaction with the user. With Sentis, developers can effectively create realistic character movements and high-quality voice acting that enriches the user experience”, said Arcueid D’athemon.
In the end, the combination of the input of the own neural network can change the process of the application use. For example, the user can directly interact with an NPC, while would respond to him with lines that are not pre-recorded. It enhances the immersive experience of gameplay, using the example of a virtual AI character named Orb.
Unity’s interest in AI in app development is evident with recent innovations such as Unity Muse and Unity Sentis. The first tool allows developers to quickly and efficiently create 3D models of game and non-game characters, environments, and textures. As for Sentis, this program allows you to modify the gameplay by introducing NPCs with their own artificial intelligence. Unity’s AI ecosystem continues to evolve, inspiring game and app developers to explore new horizons and reimagine what’s possible in interactive entertainment.
In the realm of art, visual experiences have long been the primary medium of expression, creating a challenge for those with visual impairments. However, a groundbreaking fusion of haptic technology and VR/AR is reshaping the narrative. Explore the innovative synergy between haptic technology and VR/AR and how this collaboration is not only allowing the blind to “see” art but also feel it in ways previously unimaginable. Artful Touch – Haptic Technology’s Role in Art Appreciation Haptic technology introduces a tactile dimension to art appreciation by translating visual elements into touch sensations. Equipped with sensors and precision, haptic gloves enable users to feel textures, contours, and shapes of artworks. This groundbreaking technology facilitates a profound understanding of art through touch, providing a bridge to the visual arts that was once thought impossible for the blind to cross. VR/AR technologies extend this tactile experience into virtual realms, guiding users through art galleries with spatial precision. Virtual environments created by VR/AR technologies enable users to explore and “touch” artworks as if they were physically present. The combination of haptic feedback and immersive VR/AR experiences not only provides a new means of navigating art spaces but also fosters a sense of independence, making art accessible to all. Prague Gallery Unveils a Touchful Virtual Reality Experience The Prague’s National Gallery has taken a revolutionary step towards inclusivity in art with its groundbreaking exhibition, “Touching Masterpieces.” Developed with support of Leontinka Foundation, a charity dedicated to children with visual impairments, this exhibit redefines the boundaries of art appreciation. Visitors to the exhibition, especially those who are blind or visually impaired, are invited to embark on a sensory journey through iconic sculptural masterpieces. Among them are the enigmatic bust of Nefertiti, the timeless Venus de Milo sculpture, and the immortal David by Michelangelo. What sets this exhibition apart is the integration of cutting-edge technology – haptic gloves. These gloves, dubbed “avatar VR gloves,” have been meticulously customized for the project. Using multi-frequency technology, they create a virtual experience where a user’s hand can touch a 3D object in a virtual world, providing tactile feedback in the form of vibrations. The key innovation lies in the gloves’ ability to stimulate different types of skin cells’ tactile responses, ensuring that users, particularly the blind, receive the most accurate perception of the 3D virtual objects on display. As visitors explore the exhibit, they can virtually “touch” and feel the intricate details of these masterpieces, transcending the limitations of traditional art appreciation. Future Possibilities and Evolving Technologies As technology advances, the future holds even more possibilities for inclusive art experiences. The ongoing collaboration between haptic technology and VR/AR promises further refinements and enhancements. Future iterations may introduce features such as simulating colors through haptic feedback or incorporating multisensory elements, providing an even more immersive and enriching experience for blind art enthusiasts. The collaboration between haptic technology and VR/AR is ushering in a new era of art perception, where touch and virtual exploration converge to create a truly inclusive artistic experience. By enabling the blind to “see” and feel art, these technologies break down barriers, redefine traditional boundaries, and illuminate the world of creativity for everyone, regardless of visual abilities. In this marriage of innovation and accessibility, art becomes a shared experience that transcends limitations and empowers individuals to explore the beauty of the visual arts in ways never thought possible.
Just envision a manufacturing environment where every employee can execute tasks, acquire new skills, and thoroughly explore intricate mechanisms without any risk to their health. What if someone makes a mistake? No problem—simply retry, akin to playing a computer game. How is this possible? In the swiftly evolving realm of technology, the convergence of Industry 4.0 and the VR/AR stack is demonstrating its transformative impact! Understanding Industry 4.0 Industry 4.0 represents a profound shift in the manufacturing landscape, driven by the integration of cutting-edge technologies. It embraces the principles of connectivity, automation, and data exchange to create intelligent systems capable of real-time decision-making. Key components include IoT, which interconnects physical devices, AI, enabling machines to learn and adapt, and data analytics for processing vast amounts of information. In the Industry 4.0 framework, machines communicate seamlessly with each other, forming a networked ecosystem that optimizes processes, reduces waste, and enhances overall efficiency. Enhancing Human-Machine Interaction The incorporation of VR and AR into Industry 4.0 significantly amplifies human-machine interaction. VR immerses users in a computer-generated environment, allowing them to engage with machinery and systems in a simulated but realistic space. AR overlays digital information onto the physical world, providing real-time insights and enhancing the operator’s understanding of the operational environment. These technologies empower workers to control and monitor machinery intuitively, reducing the learning curve and enabling more efficient and safer operations. By fostering a symbiotic relationship between humans and machines, Industry 4.0 with VR/AR integration drives productivity and innovation. Read also: Remote Inspection and Control App Realizing Smart Factories and Processes Smart factories, a cornerstone of Industry 4.0, leverage VR and AR technologies to visualize and optimize manufacturing processes. VR simulations offer a dynamic, 3D representation of the production line, allowing operators to monitor every aspect in real-time. AR, on the other hand, superimposes relevant data onto physical objects, aiding in quality control and process optimization. With the ability to detect anomalies promptly, these technologies contribute to predictive maintenance, reducing downtime and ensuring continuous operation. The result is a more agile and responsive manufacturing ecosystem that adapts to changing demands and maximizes resource utilization. Training and Skill Development In the Industry 4.0 era, workforce skills need to align with the demands of a highly automated and interconnected environment. VR and AR play a pivotal role in this paradigm shift by offering immersive training solutions. Virtual simulations replicate real-world scenarios, enabling workers to practice tasks without the risks associated with live operations. This hands-on, risk-free training accelerates the learning curve, enhances problem-solving skills, and instills confidence in workers. Additionally, VR/AR training can be customized to address specific industry challenges, ensuring that the workforce is equipped to handle diverse and evolving scenarios, contributing to a more versatile and adaptable workforce. The fusion of Industry 4.0 and the VR/AR stack not only revolutionizes manufacturing and industry processes but also reshapes the nature of work and skills required. As we navigate the complexities of the fourth industrial revolution, this symbiotic relationship empowers industries to achieve new levels of efficiency, innovation, and competitiveness. The immersive experiences provided by VR and AR, coupled with the intelligent systems of Industry 4.0, pave the way for a future where human potential is augmented by technology, creating a dynamic and responsive industrial landscape. The transformative impact of this integration extends far beyond the shop floor, influencing the very fabric of how we approach production, training, and problem-solving in the digital age.
The year 2024 stands at the forefront of transformative developments in the realms of Augmented Reality and Virtual Reality, driven by two technological powerhouses: the Apple Vision Pro and Generative AI. These innovations, each with its distinct capabilities, contribute indispensably to the evolving landscape of digital experiences. Apple Vision Pro: The New Standard In the ever-evolving landscape of Virtual Reality, Apple is poised to make a groundbreaking entrance with its highly anticipated Apple Vision Pro headset. The imminent release of this device is generating considerable excitement, as it is expected to not only elevate the standards of VR but also redefine the way users engage with immersive digital experiences. 1. Setting a New Standard: The Apple Vision Pro is not just another VR headset; it is anticipated to set a new standard in the market. Positioned to outperform competitors such as MagicLeap 2 and Hololens 2, Apple’s foray into VR is characterized by a commitment to excellence and a drive to surpass existing benchmarks. The Vision Pro aims to usher in a new era of VR technology, raising the bar for performance, features, and user experience. 2. Redefining Engagement with VR: The impact of the Apple Vision Pro is not confined to technical specifications alone; it extends to the very essence of how users will engage with VR. Leveraging Apple’s design prowess, this headset aims to provide a more natural, intuitive, and immersive interaction with virtual environments. From the moment users put on the headset, they are likely to experience a seamless blend of technology and design that enhances the overall VR experience. 3. Riding the Wave of Innovation: Apple’s entry into the VR landscape signifies a broader trend of innovation within the technology industry. As the Vision Pro prepares to make its debut, it symbolizes the culmination of years of research, development, and a dedication to reimagining how we interact with digital content. The headset is poised to ride the wave of technological innovation, bringing forth a product that not only meets but exceeds user expectations. With a commitment to setting new standards, leveraging design expertise, and offering superior features and performance, this highly anticipated headset is poised to leave an indelible mark on the VR landscape. Read more: https://www.qualium-systems.com/blog/ar-vr/visionpro-on-the-horizon-why-mr-app-development-doesnt-sleep/ Generative AI As we step into 2024, the horizon for Generative AI appears even more promising, building on the foundations laid in 2023. This transformative technology, capable of creating content autonomously, is poised to revolutionize various facets of our digital experiences. 1. Creating Immersive Digital Realities Generative AI’s prowess extends beyond its initial applications. In 2024, we anticipate an accelerated ability to create entire digital worlds and environments with unprecedented realism. From sprawling landscapes to intricate cityscapes, Generative AI is set to become a cornerstone in the construction of immersive digital realms. 2. Realistic Character Generation One of the standout features of Generative AI lies in its capacity to craft lifelike characters. In the coming year, we can expect significant advancements in generating realistic avatars, NPCs (Non-Player Characters), and entities within virtual spaces. This evolution will contribute to more engaging and authentic virtual experiences, blurring the lines between the real and the artificial. 3. Efficiency in 3D Environment Creation Mark Zuckerberg’s vision of expediting the creation of 3D environments through Generative AI reflects a broader trend. In 2024, the technology is likely to streamline and enhance the efficiency of 3D design processes. This not only reduces the time and resources required for content creation but also empowers creators to bring their visions to life more rapidly. 4. Customizable and Diverse Content Generative AI’s adaptability will play a pivotal role in diversifying content creation. Expect a surge in customizable elements within digital environments, allowing for a more personalized and dynamic user experience. This could range from dynamically generated landscapes in virtual worlds to tailored character appearances, enriching the variety and uniqueness of digital spaces. 5. Collaboration with Other Technologies In 2024, Generative AI is likely to intertwine with other emerging technologies, amplifying its impact. Collaborations with augmented reality (AR) and virtual reality (VR) devices may lead to the seamless integration of AI-generated content into our physical surroundings, further blurring the boundaries between the virtual and the real. 6. Ethical Considerations and Safeguards As Generative AI becomes more ingrained in content creation, ethical considerations will come to the forefront. The year 2024 will see heightened discussions about responsible AI use, potential biases in generated content, and the need for robust safeguards. Striking a balance between innovation and ethical deployment will be imperative for the sustainable development of Generative AI. As the year unfolds, expect Generative AI to not only contribute to the evolution of virtual realities but also spark crucial conversations about the ethical dimensions of AI-driven content creation. The Crucial Synergy: Transforming Augmented Experiences The confluence of the Apple Vision Pro and Generative AI in 2024 marks a pivotal moment in the evolution of AR and VR technologies. Apple’s commitment to setting new standards and Generative AI’s capacity to create immersive digital realities form a synergy that promises to redefine how we live, work, and interact in the digital age. While the Vision Pro enhances the hardware and user experience, Generative AI contributes to the content creation process, ensuring a more diverse and personalized digital landscape. As the immersive experiences of 2024 unfold, the Apple Vision Pro and Generative AI stand as testaments to the industry’s commitment to innovation, pushing the boundaries of what is possible in the digital realm. Together, they create a narrative of transformative advancements that will shape the way we perceive and engage with digital realities in the years to come.