Vincent Vanhoucke’s Post

SpiNNaker-Based Supercomputer Launches in Dresden - EE Times Learn more here: https://lnkd.in/grfguGXf #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #NeuroMorphic #Robotics

🚀 Big news in the AI space! Researchers from Dalian University of Technology and DAMO Academy, Alibaba Group, have introduced a groundbreaking AI system named 'HQTrack'. This system is designed to provide high-quality tracking of any object in video sequences. With robotics and autonomous driving being the order of the day, cutting edge technology like HQTrack is pushing boundaries and revolutionising the way we perceive visual object tracking. Imagine a self-driving car tracking and computing the movement of every single object around it - in exceptionally high quality! The system cleverly combines a video multi-object segmenter and a mask refiner to enhance the quality and precision of object identification and tracking. Every single component works in synchrony to capture even the tiniest of details. They are even using the pre-trained HQ-SAM model to ensure superior quality tracking masks. HQTrack made quite a wave in the recent VOTS2023 competition, showcasing its high-performing capabilities. The potential for improvements and future possibilities of this system are immense. 🌍💡 If you enjoy keeping a pulse on the latest in AI, robotics, and machine learning, you'll definitely want to read more about HQTrack. Read more here! 👉 https://lnkd.in/gavA2bYT Feel free to share your thoughts on what this technological marvel could mean for the future of AI. I'm looking forward to reading your opinions in the comments! #AI #Robotics #MachineLearning #HQTrack #Technology Peace Out, Casey Jones

Navigating the future of robotics with AI! Researchers from MIT and the MIT-IBM Watson AI Lab have introduced a groundbreaking technique using large language models to guide robots. This innovative method, detailed in their latest study, uses language-based inputs instead of visual data, making it especially useful in environments where visual data is scarce. While it’s still early days, this approach could revolutionize how robots interpret tasks and navigate spaces, potentially transforming industries from healthcare to manufacturing. Read: https://lnkd.in/gAre3CqF ----- #robotics #robots #LLMs #engineering

"A hallucination is a fact, not an error; what is erroneous is a judgment based upon it." Bertrand Russell, 1914. When building clinical support systems with Generative AI, or systems that need to actually 'act' like in robotics, the above statement finds relevance again. While developing the large-scale knowledge base for robots in 2013 (RoboBrain, https://lnkd.in/gVHGbhJw), an erroneous judgment would mean a broken cup. Error rates were like 90%, but back then, that was a huge improvement to use deep learning for robotics problem. (Thanks, RSS, for recognizing this in Test-of-Time award, https://lnkd.in/gTD92RYh) Healthcare is being transformed with Generative AI – how do we prevent erroneous judgments based on it? I'd love to hear your thoughts, and discuss what we are doing at Caspar.AI is on the right track! Laurie Orlov D. D. Sharma Anandh Krishnan Bart Selman Ashesh Jain Honglak Lee Ravi Bala Fahad Aziz Jia Li Wei Li Aditya Jami Justin Norden, MD, MBA, MPhil

This can be a great learning framework for robotics devices...more work to come https://lnkd.in/ejs65bRZ

Demystifying Theano: Understanding its Role in Advancing AI Applications Demystifying Theano: Understanding its Role in Advancing AI Applications Artificial Intelligence (AI) has become an integral part of our lives, powering various applications such as voice assistants, recommendation systems, and autonomous vehicles. Behind the scenes, AI algorithms rely on powerful frameworks and libraries to process and analyze vast amounts of data. One such library is […] https://lnkd.in/d9UPWcEh

Excited to share that my first article is now live on Medium! 🚀 In this piece, I dive deep into the fascinating world of robotics and AI, focusing on the crucial role of optimizing deep learning models for robotic systems. As we push the boundaries of what's possible with technology, understanding how to tailor AI models to specific hardware constraints becomes increasingly important. 🤖💡 I've unpacked the complexities surrounding tools such as NVIDIA's TensorRT and Intel's OpenVINO toolkit. If you're fascinated by the advancements in robotics, an AI developer, or simply intrigued by how deep learning is shaping our technological landscape, this article has something for you. Check it out and let me know your thoughts! Feedback, discussions, and shares are highly encouraged. 🔍🌐 #Robotics #ArtificialIntelligence #DeepLearning #Technology #Innovation

The integration of Large Language Models with Robotics for their autonomous operation is unleasing new era of AI in Robotics.... This shows: how development in any field of AI is being readily captured in the field of Robotics: https://lnkd.in/d7Z-AUYn

Demystifying Theano: Understanding its Role in Advancing AI Applications Demystifying Theano: Understanding its Role in Advancing AI Applications Artificial Intelligence (AI) has become an integral part of our lives, powering various applications such as voice assistants, recommendation systems, and autonomous vehicles. Behind the scenes, AI algorithms rely on powerful frameworks and libraries to process and analyze vast amounts of data. One such library is […] https://lnkd.in/dc7-Hkkd

🤖 Unveiling the power of Language Models in Robotics! Discover how GPT-4 is revolutionizing robot control 🎮: ✅️ No longer just high-level planners, but trajectory magicians 🎩 ✅️ Direct prediction of dense end-effector poses, making "open the bottle cap" & "wipe the plate" a breeze 🌀 ✅️ Single task-agnostic prompt, real-world language tasks? Easy peasy 🍋 ✅️ Detects failures and re-plans trajectories, ensuring smooth operations 🔄 Unleashing robots' potential in 26 real-world tasks 🌎 They raise the bar of what LLMs can do for robotics! Paper: https://lnkd.in/eJ-XNrzQ Project: https://lnkd.in/e39TVREC Code: https://lnkd.in/eKmi_M3T I saw this first at Edward Johns, Director of the Robot Learning Lab at Imperial College London. 🙏 If you have interesting papers or projects, you would like to share, please DM me! 🔔 𝐹𝑜𝑙𝑙𝑜𝑤 Ilir Aliu & 𝑎𝑐𝑡𝑖𝑣𝑎𝑡𝑒 𝑡ℎ𝑒 𝑏𝑒𝑙𝑙 𝑡𝑜 𝑠𝑡𝑎𝑦 𝑢𝑝-𝑡𝑜-𝑑𝑎𝑡𝑒 𝑜𝑛 #𝑟𝑜𝑏𝑜𝑡𝑖𝑐𝑠 & #𝑎𝑖 📩 𝐶𝑜𝑛𝑡𝑎𝑐𝑡 𝑚𝑒 𝑡𝑜 𝑔𝑒𝑡 𝑦𝑜𝑢𝑟 #𝑜𝑝𝑒𝑛𝑠𝑜𝑢𝑟𝑐𝑒 𝑝𝑟𝑜𝑗𝑒𝑐𝑡 𝑜𝑟 #𝑟𝑒𝑠𝑒𝑎𝑟𝑐ℎ 𝑝𝑎𝑝𝑒𝑟 𝑓𝑒𝑎𝑡𝑢𝑟𝑒𝑑