We’re pleased to officially introduce VidGen-1, our state-of-the-art generative AI video model designed for high-end ADAS through L4 autonomous driving development and validation. Trained on thousands of hours of video, VidGen-1 generates a diversity of driving scenarios covering different geographies, landscapes, camera types, and vehicle perspectives. VidGen-1 is based on our innovations in generative DNN architectures and Deep Teaching technology, enabling it to generate highly realistic driving video, which has significance for both prediction and simulation tasks. When leveraged for generative simulation, VidGen-1 can effectively bridge the "sim-to-real" gap, and the technology behind it is adaptable to real-time AI-based intent prediction and path planning software across the AV stack. Our video generation approach is furthermore versatile, in that it can be applied to autonomous driving, robotics, and any other industry that also relies on video data. Learn more about VidGen-1 here: https://lnkd.in/gwe_shF9 #autonomousdriving #selfdrivingcars #artificialintelligence #generativeai #adas #computervision #helmai
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How can we generate interesting edge cases to test our autonomous vehicles in simulation? We propose CtRL-Sim, a novel framework for closed-loop behaviour simulation that enables fine-grained control over agent behaviours. arXiv: https://lnkd.in/e_2nnfA5 CtRL-Sim leverages return-conditioned offline reinforcement learning with exponential tilting for multi-agent closed-loop, reactive, and controllable behaviour simulation. CtRL-Sim can modify existing traffic scenarios to generate a wide range of agent behaviours, by “tilting” each agent towards good (positive tilting) or bad (negative tilting) driving behaviours. CtRL-Sim outperforms competitive baselines on the task of closed-loop multi-agent simulation while providing an efficient and interpretable mechanism for behaviour control. CtRL-Sim is also significantly more efficient than methods that require expensive Bayesian optimization or guided diffusion sampling. Please check out our paper for more details! Project Page: https://lnkd.in/eNvqZS2u GitHub: https://lnkd.in/etBuSfra This work was a joint effort with my amazing collaborators at Mila - Quebec Artificial Intelligence Institute and Torc Robotics: Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, and Chris Pal. #autonomousdriving #simulation #machinelearning #reinforcementlearning
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Nvidia's Generative Physical AI is a revolutionary technology that bridges the gap between the virtual and real worlds. This AI effortlessly designs and simulates complex physical systems, paving the way for advancements in autonomous vehicles, advanced robotics, and beyond. The possibilities of this groundbreaking innovation are endless! How do you see Generative Physical AI transforming your industry? 💬 Follow @AI for more! #innovation #ai #technology #robotics
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Enabling Mapless Autonomous Commercial Vehicles - in mining, logistics, and hub-to-hub transport!
Can transformer networks and explainable sensor-fusion enable autonomous driving at scale? Join us for #VLautoSE in Munich to discuss this question and various related ones in the field of perception and sensor-fusion: 🚀 How can ADAS and AD perception systems be designed to improve over time and be updated during the full vehicle lifecycle? 🚀 How do machine-learning based approaches benefit from the change to the software-defined vehicle? 🚀 Why do we use high-definition maps - and could mapless autonomous driving be an enabler for autonomy at scale? I'll share insights on how we leverage transformer neural networks and explainable sensor-fusion at driveblocks to provide a mapless alternative to architectures which are heavily based on high-definition maps. The talk will have some real-world testing insights as well as quantitative KPI evaluations of the approach. Our technology is designed as a perception-first system which can be leveraged by system integrators and OEMs. It acts as a complementary path in an existing AD stack and enhances capabilities especially during challenging scenarios - ranging from GPS-denied tunnels, up to construction sites or even more unstructured situations such as agriculture or mining scenarios. #autonomousdriving #autonomoustrucking #mapless
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Are you getting ready for #VLautoSE #Munich 2024? 🔹9th Automotive Sensors & Electronics Summit🔹 📆 21-22 February 2024 📍 Munich, Germany 🔗Registration link: https://lnkd.in/dYD7ZS35 #adas #ai #artificialintelligence #asic #auto #automotive #autonomousdriving #autonomousvehicles #automateddriving #automatedvehicles #camera #car #chip #circuit #cmos #cybersecurity #drivelesscar #electronics #embeddedsystems #engineering #imaging #lidar #microcontrollers #chassis #microelectronics #microsystem #mixedsignal #optics #optoelectronics #photonics #radar #robotics #selfdriving #semiconductor #sensorfusion #sensor #signalprocessing #silicon #camera #connectivity #safety #ultrasonic #vehicle #future #leaders
Enabling Mapless Autonomous Commercial Vehicles - in mining, logistics, and hub-to-hub transport!
Can transformer networks and explainable sensor-fusion enable autonomous driving at scale? Join us for #VLautoSE in Munich to discuss this question and various related ones in the field of perception and sensor-fusion: 🚀 How can ADAS and AD perception systems be designed to improve over time and be updated during the full vehicle lifecycle? 🚀 How do machine-learning based approaches benefit from the change to the software-defined vehicle? 🚀 Why do we use high-definition maps - and could mapless autonomous driving be an enabler for autonomy at scale? I'll share insights on how we leverage transformer neural networks and explainable sensor-fusion at driveblocks to provide a mapless alternative to architectures which are heavily based on high-definition maps. The talk will have some real-world testing insights as well as quantitative KPI evaluations of the approach. Our technology is designed as a perception-first system which can be leveraged by system integrators and OEMs. It acts as a complementary path in an existing AD stack and enhances capabilities especially during challenging scenarios - ranging from GPS-denied tunnels, up to construction sites or even more unstructured situations such as agriculture or mining scenarios. #autonomousdriving #autonomoustrucking #mapless
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Generative Physical AI has the potential to revolutionize the industry by improving the capabilities of AI systems in understanding and generating language, leading to more advanced and efficient applications across various domains. #AI #robotics #futurism #letstalkfuture #ChangeLives #lederskap #ledelse #suksess #entreprenørskap #presentasjon #vokalisme #karriere #freementorship #læringskultur #YourJobOurWork #TechnicalProfessionals #Karriereutvikling #Rekruttering #Utenlandske #investeringer #Investeringsmuligheter #prosjektledelse #gratiskurs #upskill #boostyourcareer #digitaltransformasjon #teknologi #fremtiden #artificialintelligence #teknologi #fremtiden #ChatGPT #LighthouseCommunications #OpenAi #innovasjon #bærekraft #projectmanagement #agile #business #learning #tech #learning #ai #midt #generativeai
Nvidia's Generative Physical AI is a revolutionary technology that bridges the gap between the virtual and real worlds. This AI effortlessly designs and simulates complex physical systems, paving the way for advancements in autonomous vehicles, advanced robotics, and beyond. The possibilities of this groundbreaking innovation are endless! How do you see Generative Physical AI transforming your industry? 💬 Follow @AI for more! #innovation #ai #technology #robotics
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🚀 Exciting Announcement from Helm.ai! 🚗 Today, Helm.ai, a top provider of advanced AI software for high-end ADAS and Level 4 autonomous driving, introduced VidGen-1. This generative AI model creates ultra-realistic video sequences of driving scenes for autonomous driving development. Trained on vast driving footage, VidGen-1 uses innovative DNN architectures and Deep Teaching for unsupervised training, producing high-quality videos at 384 x 640 resolution and up to 30 frames per second. VidGen-1 is versatile, generating videos for various geographies, cameras, and vehicle perspectives. Not only does it replicate realistic appearances and object motion, but it also mimics human-like driving behaviors, simulating diverse scenarios worldwide. From urban to suburban settings, different weather conditions, and accurate reflections, VidGen-1 covers it all. 🌟 #HelmAI #AI #AutonomousDriving #Innovation #ArtificialIntelligence #Technology #VidGen1 #DrivingScenes #GenerativeAI #DeepLearning
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NVIDIA Pushes Boundaries in Visual AI at CVPR 2024 NVIDIA researchers showcased advancements in generative AI for image creation, 3D scene editing, and self-driving cars at #CVPR2024. These breakthroughs hold promise for creators, robotics, and the future of autonomous vehicles. Read the full article: https://lnkd.in/gt2NwcMr #AI #NIVIDIA #GenAI #DigitalTransformation #IndustryArticle
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--"Electronic and Communication Engineering Enthusiast | Seeking Opportunities in Telecommunication, embedded system and software based ideas "
Developments in AI for Embedded Systems! 🤖 As technology continues to evolve, the integration of artificial intelligence (AI) into embedded systems is revolutionizing various industries. From autonomous vehicles to smart appliances, AI-powered embedded systems are enhancing efficiency, reliability, and functionality like never before. The future of embedded systems is undoubtedly intertwined with AI, unlocking endless possibilities for innovation across industries. Stay tuned for more updates on this exciting journey! #AI #EmbeddedSystems #Innovation #TechnologyTransformations
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NVIDIA Alliance Lead EMEA @SoftServe | Ecosystem Builder | Consulting, Engineering & Implementation services | Industrial Metaverse & Omniverse I GenAI & LLMs | IIOT | Robotics | Smart Factory I Digital Twins I Quantum
#generativeai has the potential to pave the way for the safe rollout of #autonomousvehicles #genai models can help create #syntheticdata that can reflect real-world circumstances to challenge the intelligence of vehicle response systems. https://lnkd.in/dfAJHVDu #nvidia #automotive #softserve #simulation
Account Executive @ AVSimulation
1moA milestone!