Geo-Zoning Through Driving Distance Using K-Medoids Algorithm https://bit.ly/3S5oRnv Geo-Zoning is a method used to partition a geographical area into distinct zones or regions, with a set of rules or guidelines governing activities and land use within its boundaries using driving distance or driving time. This concept is widely used in urban planning, land use management, representatives to locate customers seamlessly, and various other fields. The K-Medoid algorithm is a partition technique of clustering that clusters into K groups around medoids, which are data points representative of clusters; unlike the k-means algorithm, which calculates the mean for each cluster to minimize the variance, the k-Medoids algorithm selects actual data points to represent the clusters in small equidistant K groups. via DZone AI/ML Zone https://bit.ly/41qvfZp January 02, 2024 at 11:15AM
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Save time by automating the extraction, classification, and detection of information from data such as imagery, video, point clouds, and text. https://ow.ly/3tTN30sAa5u #GeoAI
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Dynamic Vicmap, a collaboration between Vicmap, Digital Twin Victoria, Frontier SI, SmartSat CRC, and RMIT, leverages AI and satellite technology to enhance datasets. This initiative aims to improve data accuracy, maintenance, and aerial imagery practices through interconnected Knowledge Graphs, providing enriched contextual details for better decision-making. Learn more by clicking this article: https://buff.ly/4eVWzVN
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#Lets_talk_GeoAI I'm starting a monthly program for daily video publication focusing on GeoAI (#GeoAI), which can provide a comprehensive overview and in-depth knowledge to viewers interested in geospatial technologies and services. #day5: GeoAI leverages various #data sources to #analyze and interpret geographical and spatial data. The integration of #AI with geospatial data has transformed how we understand and interact with the #physical world. Please watch this video: https://lnkd.in/ecXpkfiC
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🌍🛰️🤖 Earth Observation data, when integrated with AI algorithms, becomes a catalyst for informed decision-making across various sectors. Discover how technology giants are leveraging this synergy to streamline data processing, enhance analytical capabilities, and drive efficiency, in this article by Nihar Ranjan Sahoo, Senior Principal Architect, Geospatial Technology, Cyient. Read more: https://lnkd.in/guTEyV9J IT Voice #EarthObservation #TechnologyIntegration #GeoAI #SpaceInsights #DataAnalytics #AIPlatform #GeospatialTechnology #DataProcessing #SpaceTech #TechNews #ITVoice
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Artificial intelligence has joined us! 📡 Are you tired of the geodata search hassle? 🆕 Introducing our Geodata AI widget - your superhero to fetch any data from OpenStreetMap 🦸 🤷♂️ How it works: 1. In map builder mode, open the widget and enter any text query, e.g.: * McDonald's in Paris * Gas stations in Viena * London metro stations 2. Voila! All discovered objects will instantly appear on the map! 🏞 3. Zoom in, add them to your Data Sources (layers automatically added to the map) 4. Apply stylizations, filters, and other layer settings 🥁 P.S. This widget is in Beta mode and available in the Free trial or PRO plan. Try it now! #gis #ai #geospatial #osm
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📈 10M+ Views | 🚀 Turning Data into Actionable Insights | 🤖 AI, ML & Analytics Expert | 🎥 Content Creator & YouTuber | 💻 Power Apps Innovator | 🖼️ NFTs Advocate | 💡 Tech & Innovation Visionary | 🔔 Follow for More
"Exciting developments in the world of computer vision and aerial data analysis! A new paper offers a comprehensive review of the latest technologies and tasks, including object detection and tracking, change detection, and scene-level analysis. The research delves into architectural nuances, evaluation metrics, and practical applications across various domains, shedding light on future research directions. Stay updated with the latest in AI and computer vision. #AI #ComputerVision #AerialData #ResearchReview"
"Exciting developments in the world of computer vision and aerial data analysis! A new paper offers a comprehensive review of the latest technologies and tasks, including object detection and tracking, change detection, and scene-level analysis. The research delves into architectural nuances, evaluation metrics, and practical applications across various domains, shedding light on future resea...
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GeoAI is revolutionising the way we analyse spatial data in the geographic information systems industry! 🌐 By leveraging advanced algorithms and machine learning techniques, GeoAI enhances spatial data analysis, making recognising complex patterns and relationships in geographic data sets easier. ➡ Integrating GeoAI with GIS systems brings many benefits, including improved decision-making and resource management. This technology has many applications, from urban planning and environmental monitoring to disaster management, agriculture, and transportation. With analytical knowledge gained through GeoAI, stakeholders can make informed decisions about spatial dynamics, leading to better outcomes. Whether in business or our daily lives, there are endless areas where GeoAI can be implemented, providing significant benefits. ✅ Discover the power of artificial intelligence solutions in GIS by integrating GeoAI! 🔗 https://lnkd.in/di9zHQJa #GeoAI #GIS #AI #spatialdata #machinelearning #dataanalysis #geospatial
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Our Large Behavior Model (LBM) learns directly from sensor data, capturing the fundamental structures and hidden patterns of physical behaviors. By incorporating multimodal sensor data into a single foundation model, we're creating a universal "Rosetta Stone" that can interpret and make sense of various types of data from the physical world. 💡 Imagine being able to predict equipment failures before they happen or monitoring soil moisture, temperature, and plant health to optimize agriculture! Learn how it works by reading our blog post: https://lnkd.in/gUGejHnf #LBM #physicalai
What Is Physical AI? – Part 1
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How will AI and on-demand models impact the growth of geospatial technologies? Discover 5 geospatial trends you need to know. #geospatial #trends #data
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