Detect road potholes in real time using Ultralytics YOLO11!... 🕳️ Identify potholes accurately from images or video to support road maintenance, safety monitoring, and smart city infrastructure workflows. Read more ➡️ #AI #SmartCities #Ultralytics #YOLO11show more

Improve crosswalk safety with Ultralytics YOLO26! 🚸 Detect pedestrians,... vehicles, and high-risk interactions in real-time to support safer crossings, smarter alerts, and improved traffic monitoring. Read more ➡️ #Ultralytics #YOLO26 #RoadSafetyshow more

Ultralytics YOLO11 vs Ultralytics YOLO26: Which one runs faster?... ⚡ Evaluate inference speed and performance across both models in the ONNX format to understand how YOLO26 improves efficiency for real-time computer vision applications. Read more ➡️ #Ultralytics #YOLO26 #AI #Research #ComputerVisionshow more

Detect worker falls in real time with Ultralytics YOLO26!... 📦 Combine object detection and pose estimation to identify when a person carrying luggage boxes falls, helping logistics teams improve warehouse safety and respond faster to incidents. Get started ➡️ #Ultralytics #YOLO26 #AI #Logistics #WorkplaceSafetyshow more

Monitor patient posture with Ultralytics YOLO26 Pose! Detect keypoints... in real time to identify positions like lying down vs. standing. Useful for patient monitoring, fall-risk alerts, and hospital/elder-care room analytics. Learn more ➡️ #AI #PoseEstimation #HealthTech #YOLO26show more

Estimate car-to-curb distance in real time with Ultralytics YOLO26!... 🚗 Measure the distance between the vehicle and the curb using computer vision. Ideal for smart parking systems, driver assistance demos, and spatial safety analytics. Get started ➡️ #Ultralytics #YOLO26 #AI #Research #ComputerVisionshow more

Count pasties in real time with Ultralytics YOLO! Automate... bakery production by detecting and counting pasties, reducing manual errors, and improving packaging efficiency. It's perfect for food processing and smart factory workflows. Read more ➡️ #Industry40show more

Count rooftop panels with Ultralytics YOLO26 OBB! 🏠 Use... oriented bounding boxes to detect solar panels from aerial views and capture their orientation, enabling accurate counting for inspections, asset management, and infrastructure analytics. Explore more ➡️ #Ultralytics #YOLO26 #AI #ObjectCounting #ComputerVisionshow more

Pothole detection on the road in real time using... Ultralytics YOLO26! 🕳️ Manual road inspections are slow, costly, and hard to scale. With object detection, potholes can be identified directly from street-level images or video feeds, enabling faster and more consistent road condition monitoring. How I built this demo: ✅ Trained a segmentation model on a custom dataset. ✅ Generated mask contours for each pothole. ✅ Leveraged the onnx-exported model for faster processing. #Pothole #RoadDamage #AIshow more

Run promptable segmentation with Ultralytics YOLO26-E! 🧠 Segment objects... using natural language prompts with YOLO26-E, ideal for flexible visual search, rapid annotation, and interactive computer vision workflows. Get started ➡️ #Ultralytics #YOLO26 #AI #Researchshow more

a Vietnamese AI engineer just built a real-time system... that counts objects moving down a conveyor belt. it runs on ultralytics' objectcounter. train a detector, define the region you care about, and it handles the rest. works for anything on a line, parts, packages, produce. the clever bit: instead of hand-labeling thousands of frames, he took a single frame, pre-annotated it with meta's segment anything (sam-2, built into ultralytics), and trained yolo11-nano on just that. one annotated frame, and it tracks objects accurately across the entire video.show more

The new AIOZ AI Challenge: Pothole Detection has LAUNCHED!... Potholes mean increased danger and maintenance costs. Your mission: Build a model that finds and boxes them in real road images. Registration opens today, December 3rd, 2025! 4,500 AIOZ tokens up for grabs. Real AI. Safer streets. Who’s fixing the roads with us? Register now:show more

AI in robotics gets all the attention right now,... but sometimes the most interesting work is very practical. Viet built a small vision system that counts potatoes on a conveyor belt. No giant dataset. No huge model. Just a clear problem and a smart setup. He used Ultralytics’ ObjectCounter, trained a tiny YOLO11 nano model, and because there was no potato dataset, he annotated a single frame with SAM 2 and trained from that. One frame. Still works across the whole video. It is a good reminder that useful AI in industry often looks like this. Focused. Lightweight. Solves a real task. If you work in manufacturing or robotics, these small systems are usually the fastest wins. They save time, reduce errors, and do not need massive infrastructure. Nice work, Viet. His projects: —- Weekly robotics and AI insights. Subscribe free:show more

Conducting road safety audits, scheduling maintenance, or planning logistics... routes used to require combing through imagery or, worse, driving miles of roads yourself. Not anymore. New AI-powered data layers in Google Earth are changing that. Pulling from billions of Google Street View images, these layers now spot infrastructure assets like stop signs, speed limit signs, and more to map infrastructure for you. By combining these assets into a single project and diving into Street View you can locate and validate assets on Google Earth in seconds. These layers are now available for Professional & Professional Advanced customers on web and Android, with coverage expanding over the coming weeks.show more

In a deeply embarrassing development, potholes have appeared on... the newly inaugurated Mumbai-Pune Missing Link project within just two months of its launch, raising serious questions about the quality and durability of the ambitious infrastructure project. A viral video shared on Instagram showed two large potholes near the expansion joint of the cable-stayed bridge on the 13.3-kilometre stretch, triggering widespread outrage among citizens and commuters. The Maharashtra State Road Development Corporation (MSRDC) confirmed the incident, attributing the damage to heavy rainfall, and claimed that repair work was completed on priority after the contractor and officials were immediately directed to fix the potholes. Inaugurated by Chief Minister Devendra Fadnavis on Maharashtra Day in the presence of Deputy CMs Eknath Shinde and Sunetra Pawar, the Missing Link was designed to bypass Bhor Ghat and reduce Mumbai-Pune travel time by 25 to 30 minutes. However, the early appearance of potholes has left citizens questioning whether crores of rupees of public money have been well spent. VC : @storiesbyraahuulll #MumbaiPuneMissingLink #Potholes #MSRDC #InfrastructureQuality #MumbaiPuneExpresswayshow more

Google Earth now lets you create AI images using... real-world locations. With the new Nano Banana AI feature, you can pick any place in Google Earth, click “Create Image,” and describe what you want to see. The AI can turn that location into a historical scene, a futuristic city or a fantasy world The feature uses Google Earth’s satellite and 3D map data as the base, so the AI-generated images are built from real locations.show more

📍 Vega City, Bannerghatta Road Take a look at... the condition of this road. At first glance, it may appear to be a normal black patch, but in reality, the surface is completely damaged, filled with loose stones, mud, uneven patches, and crater-like potholes. This has turned what should be a safe public road into a serious hazard for commuters. The question every taxpayer is asking is: where is the tax money going? Citizens pay road tax, property tax, fuel tax, and various other charges, yet basic road infrastructure continues to deteriorate. During the rainy season, these roads get flooded and resemble small lakes, making travel dangerous and difficult. When there is no rain, the situation is hardly any better, as loose gravel, broken surfaces, and potholes pose risks to motorists, cyclists, and pedestrians alike. Bengaluru is known as India's technology capital, but many of its roads continue to reflect poor planning, delayed maintenance, and a lack of accountability. Residents are forced to navigate damaged roads every day while infrastructure projects and promises of development continue to dominate headlines. Do the lives and safety of citizens not matter? How many accidents, vehicle damages, and daily inconveniences must people endure before permanent solutions are implemented? Roads are not a luxury they are a basic necessity, and taxpayers deserve infrastructure that is safe, reliable, and maintained throughout the year. #bangalore #bengaluru #bannerghattaroad Greater Bengaluru Authority Maheshwar Rao.M, IAS DK Shivakumar ಬೆಂಗಳೂರು ಸಂಚಾರ ಪೊಲೀಸ್ BengaluruTrafficPolice ಬೆಂಗಳೂರು ನಗರ ಪೊಲೀಸ್‌ BengaluruCityPolice CP Bengaluru ಪೊಲೀಸ್ ಆಯುಕ್ತ ಬೆಂಗಳೂರು Joint CP, Traffic, Bengaluru alok kumar DGP KARNATAKA ಕರ್ನಾಟಕ ರಾಜ್ಯ ಪೊಲೀಸ್ Karnataka State Police DGP KARNATAKA S. Lalitha ChristinMathewPhilipshow more

From Highway to Mud Pit: Uttara Kannada–Sirsi Road Turns... Into Slush Nightmare Look at the condition of this road in Karnataka this is the Uttara Kannada Sirsi road. Thanks to our MLA, MP, and the state government for this worst kind of maintenance. What should have been a proper, motorable road has now turned into a muddy stretch filled with slush and deep potholes. This Uttara Kannada Sirsi road has become a nightmare for the public. Even buses are unable to cross smoothly, and bikers are struggling in the middle of the slush, risking accidents at every moment. Many vehicles are simply turning back because no one wants to get stuck or damage their vehicles. Local residents, daily commuters, school children, and emergency services are all suffering because of this pathetic condition. Where is the road? Is this what people pay taxes for? This is not just poor maintenance this is complete negligence. Authorities make big promises about development and infrastructure, but the ground reality on the Uttara Kannada Sirsi road tells a completely different story. Basic infrastructure like roads should be a priority, not an afterthought. The concerned officials and elected representatives must take responsibility immediately instead of ignoring the hardships faced by the people. The public deserves safe and proper roads, not this endless stretch of mud and inconvenience. #banalore #bengaluru #sirsi #uttarkannada 112 Uttara Kannada Deo UttaraKannada Ramalinga Reddy SP Karwar DK Shivakumar Siddaramaiah alok kumar DGP KARNATAKA ಕರ್ನಾಟಕ ರಾಜ್ಯ ಪೊಲೀಸ್ Karnataka State Police S. Lalitha ChristinMathewPhilipshow more

Brand Bengaluru’ or Off-Road Adventure? Residents Slam Authorities Over... Broken Roads At Hosa Road, near Rayasandra Circle, right in front of Mahaveer Ranches, the condition of the road has been appalling for over a month now. The entire stretch is completely broken, riddled with deep potholes, muddy patches, and craters big enough to swallow a scooter. For residents, office-goers, school buses and even ambulances, this has turned into a daily obstacle course rather than a public road. We keep hearing tall claims about “Brand Bengaluru” and the city’s transformation under the current leadership, yet basic infrastructure like roads continues to remain neglected for weeks at a time. Despite repeated complaints from citizens, no visible action has been taken to repair this stretch or even to provide a temporary fix to prevent further deterioration. It’s understandable that infrastructure projects take time, but leaving a key connecting road in this state for more than a months shows a serious gap between promises and ground reality. Deputy Chief Minister D.K. Shivakumar and the civic authorities often talk about turning Bengaluru into a world-class city perhaps they could start by ensuring at least a drivable road for its taxpayers. “Brand Bengaluru,” really? If this is what branding looks like, maybe we should start advertising it as an off-road adventure park or a free test track for SUVs. #bangalore #bengaluru #roads #hosaroad Maheshwar Rao.M, IAS @GBAoffic @bbmpoffic DK Shivakumar Siddaramaiah P C Mohan Tejasvi Surya Prathap Simha Shobha Karandlaje ಬೆಂಗಳೂರು ನಗರ ಪೊಲೀಸ್‌ BengaluruCityPolice ಬೆಂಗಳೂರು ಸಂಚಾರ ಪೊಲೀಸ್ BengaluruTrafficPolice Joint CP, Traffic, Bengaluru CP Bengaluru ಪೊಲೀಸ್ ಆಯುಕ್ತ ಬೆಂಗಳೂರು DGP KARNATAKA S. Lalitha ChristinMathewPhilipshow more

The current state of roads in Bangalore, the Silicon... Valley of India, is nothing short of alarming. Despite citizens paying hefty road taxes, the city’s infrastructure, particularly its roads, is riddled with massive potholes and craters, making daily commuting a nightmare. The Bruhat Bengaluru Mahanagara Palike (BBMP), the governing body responsible for maintaining the city's infrastructure, seems to be in a state of perpetual slumber, unable to address this critical issue due to sheer negligence and inefficiency. Is this truly the vision we had for "Brand Bengaluru"? A city that aspires to be a global tech hub, yet struggles with basic road maintenance? Instead of smooth, well-maintained streets that reflect the city's reputation as a leading IT capital, we have roads that resemble the surface of the moon. Such a situation not only tarnishes the city's image but also poses serious safety hazards to its residents, leading to accidents and injuries. The question that arises is: how long will the authorities remain indifferent to the plight of the people? Bengaluru deserves better, and it’s high time that proper accountability and immediate action are enforced to restore the city’s infrastructure to its deserved standard. #bangalore #bengaluru #road ಬೆಂಗಳೂರು ನಗರ ಪೊಲೀಸ್‌ BengaluruCityPolice @BBMPCOMM ಬೆಂಗಳೂರು ಸಂಚಾರ ಪೊಲೀಸ್ BengaluruTrafficPolice CP Bengaluru ಪೊಲೀಸ್ ಆಯುಕ್ತ ಬೆಂಗಳೂರು Joint CP, Traffic, Bengaluru S. Lalitha ChristinMathewPhilipshow more

Today we’re introducing Meta AI Voice Conversations powered by... Muse Spark that let you talk naturally to Meta AI (interrupt, switch topics, or swap languages), and as you talk, Meta AI can generate images and pull up recommendations from Reels, maps, and more. We’re also bringing live AI to the app, so you can point your camera at the world and ask about what you’re seeing in real time.show more