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Pothole detection in real time using Ultralytics YOLO26 🕳️ Identify potholes accurately from images or video to support road maintenance, safety monitoring, and smart city infrastructure workflows. More info👇 #AI #SmartCities #Ultralytics

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Muhammad Rizwan Munawar

1,814 subscribers

18,819 görüntüleme • 1 ay önce •via X (Twitter)

Bilim & Teknoloji#AI#SmartCities#Ultralytics
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Pothole detection with Ultralytics YOLOv8 means efficient road maintenance. Real-time object detection allows for quick, precise identification, leading to immediate repairs and enhanced road safety. 🔗Learn more ➡️ #AI #YOLOv8
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Pothole detection with Ultralytics YOLOv8 means efficient road maintenance. Real-time object detection allows for quick, precise identification, leading to immediate repairs and enhanced road safety. 🔗Learn more ➡️ #AI #YOLOv8

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Dubai is using AI to enhance road safety and maintenance by analyzing images and sensor data to detect issues like cracks and potholes...
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Great Initiative 👏🏻 A centralized AI-powered system is transforming 40,000 km of highways into smart, self-monitoring networks. With real-time detection of potholes, cracks, and safety hazards, maintenance becomes faster and more efficient. Nitin Gadkari’s vision is driving safer roads, better infrastructure, and a smarter driving experience across India.
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Great Initiative 👏🏻 A centralized AI-powered system is transforming 40,000 km of highways into smart, self-monitoring networks. With real-time detection of potholes, cracks, and safety hazards, maintenance becomes faster and more efficient. Nitin Gadkari’s vision is driving safer roads, better infrastructure, and a smarter driving experience across India.

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Real-time traffic analysis using Ultralytics YOLO26 🚗 Traffic analysis sounds simple: detect cars, count them, done. But in reality, it’s messy. Cars overlap at signals. Tracking breaks for a few frames. Multiple camera streams don’t scale easily. And suddenly, your “traffic insights” aren’t that reliable. 👉 Why this matters: In production, models usually work. What breaks is everything around them, handling streams, maintaining tracking, and turning detections into something useful. More information 👇 #computervision #traffic #ai
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Real-time traffic analysis using Ultralytics YOLO26 🚗 Traffic analysis sounds simple: detect cars, count them, done. But in reality, it’s messy. Cars overlap at signals. Tracking breaks for a few frames. Multiple camera streams don’t scale easily. And suddenly, your “traffic insights” aren’t that reliable. 👉 Why this matters: In production, models usually work. What breaks is everything around them, handling streams, maintaining tracking, and turning detections into something useful. More information 👇 #computervision #traffic #ai

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Marco built Reachy Phone Home so Reachy Mini can detect when you’re on your phone, using Ultralytics YOLO26 vision, and respond in real time with voice + motion. Built on Arm (Apple Mac / Raspberry Pi 5) with Hugging Face 🤗 + Pollen Robotics 🦾, it’s now an award-winning project, earning an NVIDIA GTC Golden Ticket 🏆 It's great to see our developers build and win in the open AI ecosystem 👏

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Hosa Road, after Nandhini Junction towards Electronic City in Bengaluru, has been in the same deteriorated condition for the past year. The road is riddled with massive potholes, and calling them potholes would be an understatement. These are more like craters you’d expect to find on the surface of the moon, not on a major road in one of India's largest cities. Despite Bengaluru being known for its rapid development and high-tech infrastructure, the state of this road is a glaring exception. Under the brand of the 'Bengaluru Smart City' scheme, you would expect better maintenance, yet the BBMP (Bruhat Bengaluru Mahanagara Palike) seems to have no time or priority to fill these dangerous potholes. Commuters continue to face daily struggles navigating these treacherous craters, raising serious concerns about safety and infrastructure management in such a critical part of the city #Bangalore #bengaluru #BangaloreRains #potholes #electroniccity #BengaluruWeather #Bengalururain Kingroyal Giriş @BBMPAdmn ಬೆಂಗಳೂರು ನಗರ ಪೊಲೀಸ್‌ BengaluruCityPolice ಬೆಂಗಳೂರು ಸಂಚಾರ ಪೊಲೀಸ್ BengaluruTrafficPolice CP Bengaluru ಪೊಲೀಸ್ ಆಯುಕ್ತ ಬೆಂಗಳೂರು DK Shivakumar S. Lalitha ChristinMathewPhilip
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Hosa Road, after Nandhini Junction towards Electronic City in Bengaluru, has been in the same deteriorated condition for the past year. The road is riddled with massive potholes, and calling them potholes would be an understatement. These are more like craters you’d expect to find on the surface of the moon, not on a major road in one of India's largest cities. Despite Bengaluru being known for its rapid development and high-tech infrastructure, the state of this road is a glaring exception. Under the brand of the 'Bengaluru Smart City' scheme, you would expect better maintenance, yet the BBMP (Bruhat Bengaluru Mahanagara Palike) seems to have no time or priority to fill these dangerous potholes. Commuters continue to face daily struggles navigating these treacherous craters, raising serious concerns about safety and infrastructure management in such a critical part of the city #Bangalore #bengaluru #BangaloreRains #potholes #electroniccity #BengaluruWeather #Bengalururain Kingroyal Giriş @BBMPAdmn ಬೆಂಗಳೂರು ನಗರ ಪೊಲೀಸ್‌ BengaluruCityPolice ಬೆಂಗಳೂರು ಸಂಚಾರ ಪೊಲೀಸ್ BengaluruTrafficPolice CP Bengaluru ಪೊಲೀಸ್ ಆಯುಕ್ತ ಬೆಂಗಳೂರು DK Shivakumar S. Lalitha ChristinMathewPhilip

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pixcii v1.0 fast, feature-rich media to ascii converter written in c++ works with images, gifs, and real-time video playback with color/grayscale, auto-fit to terminal, edge detection, invert, scaling & more + direct url support for instant conversion more cool examples below

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🚀 Partnership Announcement We’re excited to partner with Sentra From rug pulls and honeypots to hidden malicious code, #Web3 threats are evolving fast. Sentra protects users with real-time contract analysis, wallet behavior monitoring, and transaction interception — all powered by #AI. 🔍 What Sentra delivers: • Smart contract auditing • Wallet risk analysis • Real-time threat detection • Proactive transaction protection Sentra’s mission is simple: bring trust, transparency, and safety to DeFi and beyond.

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T-Mobile's approach to using 5G to create smarter, safer, and more sustainable cities shows how technology can solve real urban challenges while fostering innovation and improving communities' quality of life. More from T-Mobile Business> #TFBPartner #5G T-Mobile’s smart city solutions leverage the power of 5G to drive urban transformation, providing dependable connectivity for IoT devices and integrating advanced technologies like AI-powered safety systems, data analytics, and real-time monitoring. Their offerings address diverse needs, such as traffic flow optimization, public safety enhancement with threat detection systems, and sustainability initiatives through energy and resource monitoring. T-Mobile supports temporary setups for large events and emergencies, ensuring seamless connectivity and security. With a focus on tailored solutions and expert guidance throughout the process, T-Mobile empowers cities to become more efficient, sustainable, and responsive to the needs of their communities.

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🚵 Meet Garuda — India’s first AI bike built from 50% scrap! 💡 Created by three students inspired by Tesla, this ₹1.8L marvel can think, respond, and act in real time. From auto road-mapping to pothole detection, it’s packed with GPS, sensors, wireless charging & a 220 km eco-range. From scrap to smart — Garuda is youth innovation on wheels. Would you ride it? ⬇️ #GarudaAI #IndiaInnovation #ScrapToSmart #FutureOfMobility #AIbike #YouthInnovation #SustainableTech
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🚵 Meet Garuda — India’s first AI bike built from 50% scrap! 💡 Created by three students inspired by Tesla, this ₹1.8L marvel can think, respond, and act in real time. From auto road-mapping to pothole detection, it’s packed with GPS, sensors, wireless charging & a 220 km eco-range. From scrap to smart — Garuda is youth innovation on wheels. Would you ride it? ⬇️ #GarudaAI #IndiaInnovation #ScrapToSmart #FutureOfMobility #AIbike #YouthInnovation #SustainableTech

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Introducing the next Immunefi Magnus partner: ChainPatrol.com ⚡️ They're bringing real-time monitoring, threat detection, and takedown to Magnus — giving protocols the ability to detect, respond to, and neutralize threats as they emerge. “ChainPatrol is on a mission to make the Internet safer. We believe in open collaboration in web3 Security, and we’re excited to partner with Immunefi to deliver real-time monitoring, threat detection, and phishing takedowns directly from the Magnus platform.” — Nikita Varabei, CEO, ChainPatrol Details in this 🧵👇
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Introducing the next Immunefi Magnus partner: ChainPatrol.com ⚡️ They're bringing real-time monitoring, threat detection, and takedown to Magnus — giving protocols the ability to detect, respond to, and neutralize threats as they emerge. “ChainPatrol is on a mission to make the Internet safer. We believe in open collaboration in web3 Security, and we’re excited to partner with Immunefi to deliver real-time monitoring, threat detection, and phishing takedowns directly from the Magnus platform.” — Nikita Varabei, CEO, ChainPatrol Details in this 🧵👇

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Become an Image Detective 🕵️‍♂️ and spot AI-generated images like a pro! 🔍 Can you tell what’s real and what’s fake? Watch this video to learn the secret clues, tiny details, and smart tricks that help you identify AI-generated images in seconds. Train your eye. Sharpen your skills. Don’t get fooled! 👀✨

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AI can now help you create beautiful animations. Here’s one of my recent tests. Workflow: - Generate images using Midjourney. - Use Sora or Flux Kontext to create additional camera angles. - Animate the images using Kling AI and/or Midjourney’s new video generator. - Generate music with Suno AI. - Put everything together using your favorite video editing tool. The potential is huge. This took less than an hour to complete from start to finish. Imagine what you could do with more time and a story to tell.

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