COMPUTEX 2024的动态

This is a really interesting development in the area. The adoption of AI/ML as a tool to drive automation was always going to be one of the tools used to address ongoing challenges in the adoption and integration of robots, especially small industrial robots en mass.? SMEs in particular find deployment and adaptation of integrations challenging because of a combination of time and skill requirements often making repurposing difficult, expensive, time or all three.? This is one of the key factors in why larger businesses have been able to punch their way through the automation problem and reap the benefits, but many smaller businesses are still slow to adopt or don’t experience the full value of automation.? The automotive sector is a great example of this but manufacturers working in smaller volumes with variable materials are still highly reliant on labour.? Software can’t answer the challenges of getting AI into robots as many ML/AI solutions are cloud-based, and the challenges of baking AI software into a certified safety controller are pretty complex from a regulatory point of view.? Nvidia seems to be trying to get ahead of the game Terradyne not only have market dominance but also has influence over the direction of regulatory development in collaborative robots.? This partnership could deliver the last pieces in the puzzle to allow rapid low-skill adoption of complex automation in many sectors that have not considered it a solution before now. https://lnkd.in/eDr2j3Nq #automation,#AI, #ML, #embeddedsafety

Explore how industrial computing is shaping the future of robotics, AI, and machine vision. ???? Discover its role in advancing technology and driving innovation in these fields. #IndustrialComputing #Robotics #AI #MachineVision #TechInnovation #FutureTech

?????????????????? ???????????? ?????????????????? ???????? ????????????????-?????????? ???????? ?????????????????? ?????? ?????????????? ?????????????? ???????????? ???? ???????? When?Universal Robots?(UR) recently surveyed 1,200 manufacturers across North America and Europe about their use of technology and future investment plans, over 50 percent of the respondents indicated they are now using AI and machine learning in their production processes. “AI isn’t just hype,” says Ujjwal Kumar, group president of Teradyne Robotics, parent company of Universal Robots. “We’re seeing significant interest in physical AI. By adding high-performance compute hardware to our control systems and investing in targeted software upgrades, we’re establishing UR as the preferred robotics platform for developing and deploying AI applications.” At UR’s IMTS booth #N 236131, September 9-14 in Chicago, the company will show a machine-tending application with new AI-based perception capabilities running on Nvidia Jetson and Isaac acceleration libraries integrated into UR’s new PolyScope X platform. #LatestNews #News #Machinery Source - https://lnkd.in/ddXMur8B

The collaboration between NVIDIA and Intrinsic signifies a significant milestone in the field of robotics and artificial intelligence (AI). This partnership aims to optimize the management of robot tasks, leading to more autonomous and efficient robots. According to the report, this joint effort will enable robots to rapidly assimilate new tasks and adapt based on experience, thereby reducing the reliance on manual programming and elevating overall productivity. This advancement holds wide-ranging implications for industries such as manufacturing, logistics, and healthcare, where robots are increasingly tasked with executing complex operations. Read the full article to learn more about this innovative collaboration and its potential to transform the robotics industry: https://lnkd.in/e_W23Jt4 #Robotics #AI #NVIDIA #Intrinsic #TaskManagement #AutonomousSystems #Industry40 #ManufacturingInnovation #LogisticsAutomation #HealthcareTechnology

????-?????????????? ???????????????? ??????????????? ?? At the recent Conference for Robot Learning (CoRL) in Munich, NVIDIA Robotics made some major announcements regarding AI initiatives focused on advancing humanoid robotics. As one of the leaders in AI technology, NVIDIA has introduced tools that bring us closer to a future where robots could become integrated parts of our daily lives. NVIDIA's new initiatives include: ?????????? ??????: A platform for robot learning that could reshape training and functionality for humanoid robots. ?????????????? ??????????: Six unique robot learning workflows designed to accelerate humanoid development. ???????????????? ?????????? ???????????????????? ??????????:?The NVIDIA Cosmos tokenizer and NeMo Curator, which enable efficient video data processing—essential for building robots that can learn from and interpret the world around them. With this line-up, NVIDIA is setting a foundation for robots that could go beyond automated tasks, potentially acting as real companions/assistants. Given their recent AI-driven growth and impact on industries from content creation to self-driving tech, it’s not hard to imagine humanoid robots becoming a reality sooner than we think. So, what do you think? Are you excited about this shift toward human-like robots, or does it bring up some concerns? ??

Check out this article from A3 - Association for Advancing Automation on AI in the Real World: 4 Case Studies of Success in Industrial Manufacturing! Discover how companies like Soft Robotics use synthetic data to train robots for pick-and-place applications. Read more here: https://bit.ly/3y2qVVK #FoodAutomation #FoodProcessing #AI #3DVision #MachineVision #MachineLearning

The development of AI automation learning opens the door for a robot to learn a task and pass that knowledge to all other robots. This collaborative robotic understanding (CRU) demonstrates why robotics will learn faster than humans and grow faster than humans. What a huge gain for productivity. With quantum computing the growth becomes exponential. Imagine the possibilities.

Our new contribution on utilizing #AI especially #hyperdimensional computing for #robotics. It is great collaborative effort between our team at SOCL Khalifa University and Mohsen Imani group at UC Irvine. Enjoy the read!!! Eman Hassan Yahya Zweiri Mohsen Imani

The cobot pioneer will redefine the frontiers of physical AI, showcasing how the ‘ChatGPT moment for robots’ has arrived in a wide range of applications. Artificial intelligence is moving out of its digital confines to power robotic applications with humanlike perception, creating solutions that can handle variation without prior teaching or programming. Nowhere is that more pronounced than at this year’s Automate show in Chicago, May 6-9, where more than 50?Universal Robots throughout the show floor will demonstrate new capabilities – many of them fueled by AI. “We are entering an era of intelligent automation where robots can learn from and adapt to their surroundings in real-time,” says Ujjwal Kumar, Group President of Teradyne Robotics, parent company of Universal Robots. “This opens new possibilities for complex, creative and collaborative tasks, transforming robots from tools into intelligent partners that enhance workplace productivity and creativity.” 50-80x

The cobot pioneer will redefine the frontiers of physical AI, showcasing how the ‘ChatGPT moment for robots’ has arrived in a wide range of applications. Artificial intelligence is moving out of its digital confines to power robotic applications with humanlike perception, creating solutions that can handle variation without prior teaching or programming. Nowhere is that more pronounced than at this year’s Automate show in Chicago, May 6-9, where more than 50?Universal Robots throughout the show floor will demonstrate new capabilities – many of them fueled by AI. “We are entering an era of intelligent automation where robots can learn from and adapt to their surroundings in real-time,” says Ujjwal Kumar, Group President of Teradyne Robotics, parent company of Universal Robots. “This opens new possibilities for complex, creative and collaborative tasks, transforming robots from tools into intelligent partners that enhance workplace productivity and creativity.” 50-80x