John Lengyel’s Post

AI combined with rugged edge computing is unlocking new possibilities across various industries, from autonomous vehicles to remote monitoring systems. This powerful duo enables real-time data processing and decision-making in challenging environments, pushing the boundaries of what's possible in harsh conditions. #iworkforComcast #ArtificialIntelligence #EdgeComputing #DataProcessing https://lnkd.in/gtSNrMA8

AI combined with rugged edge computing is unlocking new possibilities across various industries, from autonomous vehicles to remote monitoring systems. This powerful duo enables real-time data processing and decision-making in challenging environments, pushing the boundaries of what's possible in harsh conditions. #iworkforComcast #ArtificialIntelligence #EdgeComputing #DataProcessing https://lnkd.in/gNCUxHW9

AI combined with rugged edge computing is unlocking new possibilities across various industries, from autonomous vehicles to remote monitoring systems. This powerful duo enables real-time data processing and decision-making in challenging environments, pushing the boundaries of what's possible in harsh conditions. #iworkforComcast #ArtificialIntelligence #EdgeComputing #DataProcessing https://lnkd.in/gHyM6n6V

AI combined with rugged edge computing is unlocking new possibilities across various industries, from autonomous vehicles to remote monitoring systems. This powerful duo enables real-time data processing and decision-making in challenging environments, pushing the boundaries of what's possible in harsh conditions. #iworkforComcast #ArtificialIntelligence #EdgeComputing #DataProcessing https://lnkd.in/g2qjaqdu

AI combined with rugged edge computing is unlocking new possibilities across various industries, from autonomous vehicles to remote monitoring systems. This powerful duo enables real-time data processing and decision-making in challenging environments, pushing the boundaries of what's possible in harsh conditions. #iworkforComcast #ArtificialIntelligence #EdgeComputing #DataProcessing https://lnkd.in/d4QX8Utv If you are interested in discussing this topic more and how Comcast Business can help you please DM me or start a message below.

VNC LP#661 𝐒𝐞𝐥𝐟-𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐓𝐫𝐚𝐟𝐟𝐢𝐜 𝐋𝐢𝐠𝐡𝐭𝐬 • Use AI and ML to optimize traffic flow. • Adapt to real-time traffic conditions. • Reduce congestion, waiting times, and emissions. • Challenges: cost, privacy, complexity. • Future: integration with autonomous vehicles, 5G. #TrafficInnovation #SmartCities #AI #ML #SustainableTransport

🚗 Taking XAI for Autonomous Cars to the Next Level with Video Analysis! 🚗 Following my last update, I’ve now extended the Explainable AI (XAI) approach from single image-based detection to real-time video analysis for autonomous vehicle detection. 📹 By applying Grad-CAM, Grad-CAM++, and LRP to video frames, we’re able to gain consistent, frame-by-frame insights into how our model interprets complex driving environments. This enables deeper analysis of the model’s focus over time, especially in dynamic and complex scenes. 🔍 Key Benefits: Real-time transparency on model decision-making across video frames Visual consistency for improved monitoring of object detection Enhanced validation of model reliability in varied scenarios Excited to continue pushing the boundaries of interpretability in AI-driven autonomy. Thanks for following this journey! 🚀 #AutonomousVehicles #XAI #ExplainableAI #ComputerVision #DeepLearning #Innovation

AI in Vehicle-to-Vehicle (V2V) Communication, Driving Towards Safer Roads! AI-powered V2V communication is revolutionizing road safety by enabling real-time data exchange between vehicles, reducing accidents, and optimizing traffic flow. With advanced algorithms, vehicles can now "talk" to each other, anticipate hazards, and make driving smarter than ever! Discover how AI is shaping the future of autonomous driving and transforming the way we travel. Read more: https://lnkd.in/gVQAaSTH #AI #V2VCommunication #AutonomousVehicles #RoadSafety #SmartDriving #Innovation #Technology #ArtificialIntelligence

🚗 𝘔𝘰𝘳𝘦 𝘌𝘹𝘤𝘪𝘵𝘪𝘯𝘨 𝘕𝘦𝘸𝘴 𝘧𝘳𝘰𝘮 𝘐𝘮𝘢𝘨𝘳𝘺! 🌙🌧️ We’ve teamed up with ADASKY to bring 𝘁𝗵𝗲𝗿𝗺𝗮𝗹 𝗶𝗺𝗮𝗴𝗶𝗻𝗴 into our AI-driven, vision-only autonomous driving platform. By integrating ADASKY’s thermal cameras, 𝘄𝗲’𝗿𝗲 𝘁𝗮𝗸𝗶𝗻𝗴 𝘀𝗮𝗳𝗲𝘁𝘆 𝘁𝗼 𝘁𝗵𝗲 𝗻𝗲𝘅𝘁 𝗹𝗲𝘃𝗲𝗹—making it easier for our system to navigate in challenging conditions like low-light, rain, and fog. 𝗧𝗵𝗲 𝗿𝗲𝘀𝘂𝗹𝘁? Even better performance and safety for L3/L4 autonomous vehicles, no matter the time of day or weather. Want to learn more? Check out the full press release: https://lnkd.in/degRmXsV NEXT STOP: Full autonomy. Are you coming? #AutonomousDriving #Safety #AI #Innovation #Imagry #ADASKY

🔥Is the “traditional” AV industry stuck in the past, hand-coding every single scenario a car might encounter? Is it like trying to teach a child by writing down every possible situation they’ll face in life? In this episode of ‘Conversations in the Park’, Kaity Fischer from Wayve drops a truth bomb about why the “traditional” approach is fundamentally flawed. Their vehicles learn like humans do - through experience and adaptation, not rigid programming. No HD maps. No geofencing. No proprietary sensor requirements. Just pure, adaptable intelligence that works with whatever sensors automakers are already using. Perhaps it’s what Steve Jobs meant when he said ‘Innovation is saying no to 1,000 things.’ Wayve stripped away all the unnecessary complexity that’s held back AV development for years. Listen to the full conversation with Kaity as she breaks down why sometimes the “obvious” solution is the wrong one. This episode will challenge everything you think you know about autonomous vehicles.  🎙️Host: Timothy Papandreou  🔊Available now! Links in comments #AutonomousVehicles #Innovation #AI #Automotive #Mobility