{"id":1858,"date":"2019-08-01T05:12:24","date_gmt":"2019-08-01T05:12:24","guid":{"rendered":"http:\/\/kusuaks7\/?p=1463"},"modified":"2024-07-24T11:54:29","modified_gmt":"2024-07-24T11:54:29","slug":"how-ar-vr-and-robotics-can-work-together","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/ai-ml\/how-ar-vr-and-robotics-can-work-together\/","title":{"rendered":"How AR, VR, and robotics can work together"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\t\t\t\tAugmented reality, robotics, and virtual reality can team up to develop innovative applications for various organizations.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tSince their inception, robots have been helping humans in\u00a0manufacturing and packaging tasks in factories. With the help of robots, businesses not only achieve higher efficiency but ensure the safety of their staff in hazardous areas. Meanwhile, modern technologies such as augmented reality and virtual reality have offered an immersive platform for gaming and media. With the help of AR and VR, people can experience surreal atmospheres indoors as well as outdoors. Generally,\u00a0AR and VR<\/a>\u00a0are utilized in industry sectors such as finance, healthcare, construction, and retail. But, can augmented reality, along with robotics and virtual reality work together? Yes! Together, augmented reality, robotics, and virtual reality can be the \u2018Three Amigos.\u2019 VR and AR can offer an immersive medium to operate robots. With the help of low-latency networks, people can utilize robots remotely using intuitive AR and VR controls. Augmented reality, robotics, and virtual reality can be used together in various industry sectors such as manufacturing, healthcare, and private space research. Hence, business leaders must be aware of the potential of teaming up augmented reality, robotics, and virtual reality.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Utilizing augmented reality, robotics, and virtual reality together<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAR, VR, and robotics can work together in the following manner:\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Robot training<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tVirtual reality and augmented reality can be utilized to train robots for different tasks. For this purpose, organizations can use dual neural networks. With the help of dual neural networks, robots can learn new tasks by observing and breaking down several actions. The first network, known as the visual network, captures an image using the robot\u2019s camera to understand the current state of an object. The other network, imitation network, tries to understand a demonstration and analyze how an action is being performed. This procedure is followed for multiple demonstrations related to several tasks. With this approach, robots can replicate tasks learned in training as well as perform other tasks in unpredictable scenarios. An\u00a0Elon Musk-backed AI company uses a similar VR-based technique<\/a>\u00a0to train robots.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tMotion sensors in AR and VR gaming can be deployed to train robots. Developers can use a pressure-sensitive trigger on a joystick to teach robots how to control grasping and articulation speed for picking up objects. With the help of motion tracking technology in VR controllers, robots can analyze and learn various movement patterns. Also, developers can use a technique called reinforcement learning to teach several tasks to robots. In this manner, robotics and virtual reality can combine to develop applications that deliver better performance.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Object recognition<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tGenerally, AI-powered robots are exposed to a wide range of data. Using this approach, robots can learn how to group similar objects together, differentiate between various objects, and identify new items that look similar to those it has already seen. This procedure can generate accurate results in multiple scenarios. However, the entire procedure of collecting large volumes of data and training a robot can be extremely time-consuming.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\nA team of\u00a0researchers in the University of California trained a robot<\/a>\u00a0to identify and pick objects using virtual reality. By using VR, a trainer only requires a 3D VR model of several objects. With this approach, trainers and developers can minimize costs and effort required for collecting data and real-world objects. Using 3D models, robots can also be trained to recognize biological structures in the human body in detail.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Operations<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tVirtual reality can be used to develop teleoperating robots that can function with the help of multiple sensor displays. Robots replicate a user\u2019s hand movements by using hand controllers. These robots can be operated remotely in factories that are potentially unsafe for workers. Teleoperating robots can be built using two models.\n