Minus Zero’s Post

Which of these videos are real and which are AI generated? Video data is the most information-rich sensory modality available in autonomous driving and it comes from the cheapest sensor in the self-driving stack, the camera. To train and validate safety-critical AI systems, it's important to simulate highly realistic data in corner case scenarios that are infrequently or never observed during data collection. Due to the inherent high dimensionality of video data, AI video generation is a challenging autoregressive modeling task. In particular, achieving a high level of image quality while accurately modeling the dynamics of a moving scene is a well known difficulty in video generation applications. This makes simulating realistic driving video sequences one of the holy grails of generative simulation for autonomous driving. Not only does video modeling come the closest to modeling the full reality of the observed world, it also allows for a simple interface that enables the testing of any given AV stack. We have applied our Deep Teaching technology to train a generative foundation model for producing realistic video sequences of driving scenes. This capability is important for both prediction tasks and generative simulation in the AV stack. All of the videos in the clip below are AI generated with our model. More details to follow soon! #autonomousdriving #artificialintelligence #generativeai #computervision #selfdrivingcars #cvpr2024 #helmai

Artificial Intelligence is not just a buzzword; it's reshaping our world in profound ways. From personalized recommendations that seem to read our minds to facial recognition enhancing security, and smart homes that anticipate our needs, AI is becoming an integral part of our daily lives. The potential of AI extends even further with autonomous vehicles promising safer roads and more efficient travel. As an industry expert, I'm excited to see how these advancements will continue to transform our work, lifestyle, and interactions. What AI application are you most excited about? Share your thoughts below! 🤖💡 #ArtificialIntelligence #AIInnovation #TechTrends #FutureOfTechnology #SmartLiving For more such content follow @Opporture

How will AI impact the bus and coach sector? 🚏   We’re all accustomed to a world where you wait ages for one bus, only for three to turn up at once. With artificial intelligence, this state of affairs may be coming to an end.   Roger Brereton was recently interviewed by the Society of Motor Manufacturers and Traders (SMMT) and identified five key areas of impact:   1.    Enhanced driver safety 2.    Optimising routing and efficiency 3.    Predictive maintenance 4.    Personalised passenger experiences 5.    Autonomous driving   Read the full interview here:   https://lnkd.in/e8Vh7d2Z   #AI #BusAndCoach #PublicTransport

General Seminar is back and to kick of Season 05 we're wondering about the AI Future! Join me for General Seminar Season 05 Episode 01 on Wednesday March 20th at 10am and 3pm PDT (UTC-7) where we will wander into a possible AI future and wonder about the kinds of worlds we want to inhabit as well as the kinds of AI futures we may find ourselves living within. Many of you would've heard my pitch to create a magazine from a possible AI future in the Design Fiction mode. I imagine this will be very much like the magazine we created a year or so back for the autonomous vehicle: https://lnkd.in/gr4YNQMy That particular magazine was a way for us to provide our client, Motional, with a view into the autonomous vehicle future that other kinds of futuring and foresight practices were not able to: an immersive, experiential artifact that can effectively represent the day-to-day future, in all its expected contingent variety. And now we're embarking on a similar endeavor to create a magazine from a possible AI future, starting with this event: General Seminar S05E01! Sign up asap and let's all discuss the worlds we imagine we may want as well as those we imagine we will inhabit. Read more: https://lnkd.in/gghn36Mp Just reserve my spot now: https://lnkd.in/g6D_S-Rf #designfiction #openai #artificialintelligence #trends #futuresthinking

Is it real or generated? Generative simulation at work for autonomous driving - this time, demonstrating video realism across spectrum of scenarios. More to come and come check us out at CVPR!

Data annotations are the blueprint for smart cars, guiding vehicles towards autonomy.🚗💡 With @SunTec.AI's expert annotation services, AI systems navigate roads with safety and precision. Buckle up for the future of automotive innovation! For more: https://buff.ly/3LwaO6s 🌟 #SmartCars #DataAnnotations #SuntecAI #AutomotiveInnovation

Enhance Object Detection with image blending using Ultralytics YOLOv8! 🚀 What is Image Blending? Image blending entails detecting objects in an image and combining them with image masking to create a blended visual output. Whether you're working in surveillance, autonomous driving, or any field requiring precise image analysis, YOLOv8's capabilities can streamline your workflow, enhance your data accuracy, and improve your overall productivity. Learn more ➡️ https://ow.ly/Rceb50SGHoO #ComputerVision #YOLOv8 #ObjectDetection #ImageBlending #AI

🌐 The telecom industry is undergoing rapid transformation as new technologies like 5G, AI, and augmented reality unlock game-changing possibilities—think autonomous vehicles and robotic surgeries! But with these innovations come challenges, especially in finding the right tech talent to meet the evolving needs of the industry. This is where The Word Astronaut comes in. In a world where AI and tech trends are reshaping industries, The Word Astronaut offers powerful content creation services to help businesses stay ahead. From communicating complex tech transformations to marketing your company's cutting-edge solutions, our team is here to elevate your message and keep you connected to the latest industry shifts. Let’s craft stories that showcase your company’s role in shaping the future of technology. 🚀 Learn more: https://shorturl.at/UAAPF #TelecomTransformation #5GRevolution #AIInTelecom #TheWordAstronaut #TechTalent #ContentStrategy #EmergingTech

In today's automotive industry, data annotation tools are more than tech assets. They're key to advances in AI and machine learning. Our latest video covers key tools that enable self-driving cars and ADAS. These solutions improve object detection and lane tracking. They boost precision and reliability, ensuring road safety and efficiency. Perfect for data professionals, AI enthusiasts, and automotive tech innovators who are passionate about shaping the future of mobility🚗 Don’t miss this deep dive into the tools setting new standards for the industry! 🔗https://lnkd.in/d5XCzhp2 #DataAnnotation #MachineLearning #AutonomousVehicles #ComputerVision #Keylabs #AI

Unlock the Power of Edge AI in Autonomous Driving 🚗 We're excited to announce that Imagimob's Edge AI solutions are now available for the AURIX™ product family! ✅ ⚡ Autonomous and automated driving is a megatrend in the automotive industry, and AI plays a critical role in this trend. With Imagimob Studio, developers can now create robust machine learning models for the Edge and deploy them onto our proven AURIX MCUs. 🤝 This integration enables the creation of sophisticated machine learning models, such as siren detection and voice interaction, and allows developers to deploy multiple models simultaneously or more complex ones. 👉Learn more about Imagimob Studio and our AURIX family: https://scom.ly/vmYl0Nz