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HeiGIT🌍𝐇𝐨𝐰 𝐜𝐚𝐧 𝐫𝐨𝐚𝐝 𝐬𝐮𝐫𝐟𝐚𝐜𝐞 𝐝𝐚𝐭𝐚 𝐡𝐞𝐥𝐩 𝐚𝐧𝐬𝐰𝐞𝐫 𝐛𝐢𝐠 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐡𝐮𝐦𝐚𝐧𝐢𝐭𝐚𝐫𝐢𝐚𝐧 𝐪𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬? 📊 The tutorial shows how to combine our global road surface dataset with population data for Mozambique:overlay road surface + population data spot infrastructure gaps where many depend on poor/undocumented roads explore data with open tools (DuckDB, Mercantile, Shapely) 👉 <a href="https://heigit.org/identifying-infrastructure-gaps-with-road-surface-dataset/" rel="nofollow noopener" translate="no" target="_blank">https://heigit.org/identifying-infrastructure-gaps-with-road-surface-dataset/</a> <a href="https://mastodon.social/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://mastodon.social/tags/OpenData" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenData</a> <a href="https://mastodon.social/tags/OpenStreetMap" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenStreetMap</a> <a href="https://mastodon.social/tags/Mapillary" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mapillary</a>

Yonhap Infomax NewsSouth Korea's Ministry of Land has completed core Geo-AI technology, paving the way for AI-driven real estate searches and broader geospatial data applications. <a href="https://mastodon.social/tags/YonhapInfomax" class="mention hashtag" rel="nofollow noopener" target="_blank">#YonhapInfomax</a> <a href="https://mastodon.social/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://mastodon.social/tags/MinistryOfLand" class="mention hashtag" rel="nofollow noopener" target="_blank">#MinistryOfLand</a> <a href="https://mastodon.social/tags/RealEstate" class="mention hashtag" rel="nofollow noopener" target="_blank">#RealEstate</a> <a href="https://mastodon.social/tags/SpatialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SpatialData</a> <a href="https://mastodon.social/tags/Commercialization2027" class="mention hashtag" rel="nofollow noopener" target="_blank">#Commercialization2027</a> <a href="https://mastodon.social/tags/Economics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Economics</a> <a href="https://mastodon.social/tags/FinancialMarkets" class="mention hashtag" rel="nofollow noopener" target="_blank">#FinancialMarkets</a> <a href="https://mastodon.social/tags/Banking" class="mention hashtag" rel="nofollow noopener" target="_blank">#Banking</a> <a href="https://mastodon.social/tags/Securities" class="mention hashtag" rel="nofollow noopener" target="_blank">#Securities</a> <a href="https://mastodon.social/tags/Bonds" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bonds</a> <a href="https://mastodon.social/tags/StockMarket" class="mention hashtag" rel="nofollow noopener" target="_blank">#StockMarket</a> <a href="https://en.infomaxai.com/news/articleView.html?idxno=74184" rel="nofollow noopener" translate="no" target="_blank">https://en.infomaxai.com/news/articleView.html?idxno=74184</a>

Jakub Nowosad🚨 Call for Papers – Deadline Extended! Contribute to the Special Issue on Machine Learning in Geography – Challenges & Perspectives 🌍🤖🔗 <a href="https://www.erdkunde.uni-bonn.de/announcement/view/1" rel="nofollow noopener" translate="no" target="_blank">https://www.erdkunde.uni-bonn.de/announcement/view/1</a><a href="https://fosstodon.org/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://fosstodon.org/tags/Geography" class="mention hashtag" rel="nofollow noopener" target="_blank">#Geography</a> <a href="https://fosstodon.org/tags/CFP" class="mention hashtag" rel="nofollow noopener" target="_blank">#CFP</a>

Anita Graser 🇪🇺🇺🇦🇬🇪<a href="https://fosstodon.org/tags/GISjob" class="mention hashtag" rel="nofollow noopener" target="_blank">#GISjob</a> at Uni Twente: <a href="https://utwentecareers.nl/en/vacancies/2140/phd-candidate-in-explainable-ai-for-earth-observation/" rel="nofollow noopener" translate="no" target="_blank">https://utwentecareers.nl/en/vacancies/2140/phd-candidate-in-explainable-ai-for-earth-observation/</a><a href="https://fosstodon.org/tags/XAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#XAI</a> <a href="https://fosstodon.org/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://fosstodon.org/tags/GISChat" class="mention hashtag" rel="nofollow noopener" target="_blank">#GISChat</a> <a href="https://fosstodon.org/tags/GIScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIScience</a>

Tuomas Väisänen 📼🧟‍♂️Quite many from <a href="https://mastodon.online/@digigeolab" class="u-url mention" rel="nofollow noopener" target="_blank">@digigeolab</a> were at the <a href="https://vis.social/tags/LBS2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#LBS2025</a> conference last week presenting our work on <a href="https://vis.social/tags/Mobility" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mobility</a> <a href="https://vis.social/tags/GIScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIScience</a> <a href="https://vis.social/tags/Geography" class="mention hashtag" rel="nofollow noopener" target="_blank">#Geography</a> and <a href="https://vis.social/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a>, and we wrote a small blog post on it. <a href="https://blogs.helsinki.fi/digital-geography/2025/05/15/digital-geography-lab-at-lbs-2025-conference-at-aalto-university/" rel="nofollow noopener" translate="no" target="_blank">https://blogs.helsinki.fi/digital-geography/2025/05/15/digital-geography-lab-at-lbs-2025-conference-at-aalto-university/</a>

Michael Nagenborg (he/him)I am looking forward to Isaac Oluoch‘s PhD defence today. Feel free to join us online. It has been a pleasure to serve as his supervisor for his <a href="https://social.edu.nl/tags/PSTS" class="mention hashtag" rel="nofollow noopener" target="_blank">#PSTS</a> MSc thesis and as his Daily Supervisor (w/ Monika Kuffer). <a href="https://social.edu.nl/tags/PhilTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#PhilTech</a> <a href="https://social.edu.nl/tags/STS" class="mention hashtag" rel="nofollow noopener" target="_blank">#STS</a> <a href="https://social.edu.nl/tags/RemoteSensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#RemoteSensing</a> <a href="https://social.edu.nl/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://www.itc.nl/events/2025/4/255007/phd-defence-isaac-oluoch-frame-pro-framework-for-the-responsible-and-accountable-mapping-of-deprived-urban-areas" rel="nofollow noopener" translate="no" target="_blank">https://www.itc.nl/events/2025/4/255007/phd-defence-isaac-oluoch-frame-pro-framework-for-the-responsible-and-accountable-mapping-of-deprived-urban-areas</a>

Anita Graser 🇪🇺🇺🇦🇬🇪<a href="https://fosstodon.org/tags/torchGeo" class="mention hashtag" rel="nofollow noopener" target="_blank">#torchGeo</a> Release v0.7.0<a href="https://www.osgeo.org/community-news/torchgeo-release-v0-7-0/" rel="nofollow noopener" translate="no" target="_blank">https://www.osgeo.org/community-news/torchgeo-release-v0-7-0/</a>torchGeo is a <a href="https://fosstodon.org/tags/PyTorch" class="mention hashtag" rel="nofollow noopener" target="_blank">#PyTorch</a> domain library designed to make it simple for <a href="https://fosstodon.org/tags/machineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#machineLearning</a> experts to work with <a href="https://fosstodon.org/tags/EO" class="mention hashtag" rel="nofollow noopener" target="_blank">#EO</a> data, providing datasets, samplers, transforms, and pre-trained models specific to <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#geospatial</a> data. <a href="https://fosstodon.org/tags/GISChat" class="mention hashtag" rel="nofollow noopener" target="_blank">#GISChat</a> <a href="https://fosstodon.org/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a>

Anita Graser 🇪🇺🇺🇦🇬🇪The quest for a fair TimeGPT benchmarkAt the end of yesterday's <a href="https://fosstodon.org/tags/TimeGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeGPT</a> for mobility post, we concluded that TimeGPT's trainingset probably included a copy of the popular BikeNYC timeseries dataset and that, therefore, we were not looking at a fair comparison ...<a href="http://anitagraser.com/2025/03/29/the-quest-for-a-fair-timegpt-benchmark/" rel="nofollow noopener" translate="no" target="_blank">http://anitagraser.com/2025/03/29/the-quest-for-a-fair-timegpt-benchmark/</a><a href="https://fosstodon.org/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://fosstodon.org/tags/MobilityDataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#MobilityDataScience</a> <a href="https://fosstodon.org/tags/FoundationModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#FoundationModels</a> <a href="https://fosstodon.org/tags/GISChat" class="mention hashtag" rel="nofollow noopener" target="_blank">#GISChat</a>

Anita Graser 🇪🇺🇺🇦🇬🇪TIL about a new European data-driven weather forecasting model, the Artificial Intelligence/Integrated Forecasting System (AIFS) that outperforms leading physics-based global numerical weather prediction <a href="https://www.ecmwf.int/en/newsletter/178/news/aifs-new-ecmwf-forecasting-system" rel="nofollow noopener" translate="no" target="_blank">https://www.ecmwf.int/en/newsletter/178/news/aifs-new-ecmwf-forecasting-system</a>HT <a href="https://www.linkedin.com/posts/shoaibburq_european-artificialintelligence-weather-activity-7303780219134365696-83VL" rel="nofollow noopener" translate="no" target="_blank">https://www.linkedin.com/posts/shoaibburq_european-artificialintelligence-weather-activity-7303780219134365696-83VL</a><a href="https://fosstodon.org/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://fosstodon.org/tags/weatherforecast" class="mention hashtag" rel="nofollow noopener" target="_blank">#weatherforecast</a>

Anita Graser 🇪🇺🇺🇦🇬🇪<a href="https://fosstodon.org/tags/TimeGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#TimeGPT</a> for <a href="https://fosstodon.org/tags/mobility" class="mention hashtag" rel="nofollow noopener" target="_blank">#mobility</a>: Can foundation models outperform classic machine learning models for flow predictions?tldr; Maybe. Preliminary results certainly are impressive. <a href="http://anitagraser.com/2025/03/28/can-foundation-models-outperform-classic-machine-learning-models-for-mobility-predictions/" rel="nofollow noopener" translate="no" target="_blank">http://anitagraser.com/2025/03/28/can-foundation-models-outperform-classic-machine-learning-models-for-mobility-predictions/</a><a href="https://fosstodon.org/tags/MobilityDataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#MobilityDataScience</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/urbanmobility" class="mention hashtag" rel="nofollow noopener" target="_blank">#urbanmobility</a> <a href="https://fosstodon.org/tags/geoai" class="mention hashtag" rel="nofollow noopener" target="_blank">#geoai</a> <a href="https://fosstodon.org/tags/foundationmodels" class="mention hashtag" rel="nofollow noopener" target="_blank">#foundationmodels</a>

SpatialistsGeoAI: State-of-play in 2025: The Innovation Booster <a href="https://mapstodon.space/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#ArtificialIntelligence</a> has released a concise review of <a href="https://mapstodon.space/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> in Switzerland. The report highlights significant players, innovations, and developments in the field, showcasing how <a href="https://mapstodon.space/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> is being integrated into <a href="https://mapstodon.space/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a>... <a href="https://spatialists.ch/posts/2025/03-25-geoai-state-of-play-in-2025/" rel="nofollow noopener" translate="no" target="_blank">https://spatialists.ch/posts/2025/03-25-geoai-state-of-play-in-2025/</a> <a href="https://mapstodon.space/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://mapstodon.space/tags/GISchat" class="mention hashtag" rel="nofollow noopener" target="_blank">#GISchat</a> <a href="https://mapstodon.space/tags/geospatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#geospatial</a> <a href="https://mapstodon.space/tags/SwissGIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#SwissGIS</a>

Joana SimoesNow starting the <a href="https://noc.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#tutorial</a> about <a href="https://noc.social/tags/trainingDML" class="mention hashtag" rel="nofollow noopener" target="_blank">#trainingDML</a>-AI , by Daniel Moreno <a href="https://noc.social/tags/carbonspace" class="mention hashtag" rel="nofollow noopener" target="_blank">#carbonspace</a> <a href="https://noc.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://noc.social/tags/geoai" class="mention hashtag" rel="nofollow noopener" target="_blank">#geoai</a> <a href="https://noc.social/tags/codesprint25" class="mention hashtag" rel="nofollow noopener" target="_blank">#codesprint25</a> <a href="https://noc.social/tags/standards" class="mention hashtag" rel="nofollow noopener" target="_blank">#standards</a> <a href="https://noc.social/tags/mentorstream" class="mention hashtag" rel="nofollow noopener" target="_blank">#mentorstream</a>

HeiGITPaper Alert ❗ Can we use AI and social media posts to predict pandemic outbreaks? A study by David Hanny et al. presents a new GeoAI framework that integrates mobile phone data and geo-referenced social media posts to assess their relationship with COVID-19 incidence rates in Rio de Janeiro.The findings show that social media activity related to COVID-19, tourism and leisure activities strongly correlates with infection rates.📄 Read more: <a href="https://heigit.org/new-paper-an-explainable-geoai-approach-for-the-multimodal-analysis-of-urban-human-dynamics-a-case-study-for-the-covid-19-pandemic-in-rio-de-janeiro-2/" rel="nofollow noopener" translate="no" target="_blank">https://heigit.org/new-paper-an-explainable-geoai-approach-for-the-multimodal-analysis-of-urban-human-dynamics-a-case-study-for-the-covid-19-pandemic-in-rio-de-janeiro-2/</a><a href="https://mapstodon.space/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://mapstodon.space/tags/PublicHealth" class="mention hashtag" rel="nofollow noopener" target="_blank">#PublicHealth</a>

HeiGITAI tools and open geodata can help humanitarian practitioners in taking informed decisions, optimizing operations, and fostering community resilience with disaster risk reduction and anticipatory action.We are looking forward to discussing emerging technologies at the Humanitarian Networks and Partnership Weeks 2025:💡 Session "GeoAI in Action: Practical Tools for Humanitarian Impact" 🗣️ Sukanya Randhawa 📅 24 Mar 25, 11:00-12:30 📍 Geneve 🇨🇭 & online ℹ️ <a href="https://heigit.org/events/geoai-in-action-practical-tools-for-humanitarian-impact-at-hnpw/" rel="nofollow noopener" translate="no" target="_blank">https://heigit.org/events/geoai-in-action-practical-tools-for-humanitarian-impact-at-hnpw/</a><a href="https://mapstodon.space/tags/HNPW" class="mention hashtag" rel="nofollow noopener" target="_blank">#HNPW</a> <a href="https://mapstodon.space/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mapstodon.space/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a>

HeiGITWe have released <a href="https://mapstodon.space/tags/SketchMapTool" class="mention hashtag" rel="nofollow noopener" target="_blank">#SketchMapTool</a> v2.1! This version uses a larger training dataset and an updated machine learning model for sketch detection to deliver a higher accuracy in digitizing hand-sketched markings.ℹ️ Sketch Map Tool is an open-source web app for participatory mapping that enables the creation, digitization, and analysis of paper maps.📄Read about SMT v2.1 and access the training dataset & ML model: <a href="https://heigit.org/digitizing-maps-with-sketchmaptool-v2-1-enhanced-sketch-detection-and-global-impact-2/" rel="nofollow noopener" translate="no" target="_blank">https://heigit.org/digitizing-maps-with-sketchmaptool-v2-1-enhanced-sketch-detection-and-global-impact-2/</a>✏️Try it out: <a href="https://sketch-map-tool.heigit.org/" rel="nofollow noopener" translate="no" target="_blank">https://sketch-map-tool.heigit.org/</a><a href="https://mapstodon.space/tags/geoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#geoAI</a> <a href="https://mapstodon.space/tags/OpenDataDay" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenDataDay</a>

HeiGITThis new paper by Steffen Knoblauch et al. explores how students are exposed to crime while commuting to schools in Rio de Janeiro 🇧🇷. Relying on GeoAI techniques, the study reveals inequalities in geographic access to education -- dispute areas increase travel time to the nearest school by 49%.📋 A concise overview of the study: <a href="https://heigit.org/new-paper-crime-associated-inequality-in-geographical-access-to-education-insights-from-the-municipality-of-rio-de-janeiro/" rel="nofollow noopener" translate="no" target="_blank">https://heigit.org/new-paper-crime-associated-inequality-in-geographical-access-to-education-insights-from-the-municipality-of-rio-de-janeiro/</a> 📄 Full paper: <a href="https://www.sciencedirect.com/science/article/pii/S0264275125001180?via%3Dihub" rel="nofollow noopener" translate="no" target="_blank">https://www.sciencedirect.com/science/article/pii/S0264275125001180?via%3Dihub</a><a href="https://mapstodon.space/tags/geoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#geoAI</a> <a href="https://mapstodon.space/tags/crime" class="mention hashtag" rel="nofollow noopener" target="_blank">#crime</a> <a href="https://mapstodon.space/tags/RioDeJaneiro" class="mention hashtag" rel="nofollow noopener" target="_blank">#RioDeJaneiro</a> <a href="https://mapstodon.space/tags/urban" class="mention hashtag" rel="nofollow noopener" target="_blank">#urban</a>

Thierry JoliveauDans le Michigan, des vélos équipés d'un système "léger" de caméra + IA pour cartographier les endroits à risque d'accident et programmer ou adapter des pistes cyclables. L'article aborde les problèmes associés à cette solution HighTech et les réticences observées. Note : le gouvernement Trump vient d'effacer les pages Web de l'organisme fédéral qui finançait cette initiative. <a href="https://mapstodon.space/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://mapstodon.space/tags/Bike" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bike</a> <a href="https://mapstodon.space/tags/v%C3%A9lo" class="mention hashtag" rel="nofollow noopener" target="_blank">#vélo</a> <a href="https://mapstodon.space/tags/G%C3%A9oIA" class="mention hashtag" rel="nofollow noopener" target="_blank">#GéoIA</a> <a href="https://urbanists.social/@TrufiAssoc/113962773447029349" rel="nofollow noopener" translate="no" target="_blank">https://urbanists.social/@TrufiAssoc/113962773447029349</a>

💧🌏 Greg CocksSegment Anything Model Can Not Segment Anything - Assessing AI Foundation Model’s Generalizability In Permafrost Mapping -- <a href="https://doi.org/10.3390/rs16050797" rel="nofollow noopener" translate="no" target="_blank">https://doi.org/10.3390/rs16050797</a> <-- shared paper -- <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#mapping</a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#remotesensing</a> <a href="https://techhub.social/tags/foundationmodel" class="mention hashtag" rel="nofollow noopener" target="_blank">#foundationmodel</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#artificialintelligence</a> <a href="https://techhub.social/tags/zeroshot" class="mention hashtag" rel="nofollow noopener" target="_blank">#zeroshot</a> <a href="https://techhub.social/tags/segmentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#segmentation</a> <a href="https://techhub.social/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatialanalysis</a> <a href="https://techhub.social/tags/LargeLanguageModel" class="mention hashtag" rel="nofollow noopener" target="_blank">#LargeLanguageModel</a> <a href="https://techhub.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://techhub.social/tags/SAM" class="mention hashtag" rel="nofollow noopener" target="_blank">#SAM</a> <a href="https://techhub.social/tags/performance" class="mention hashtag" rel="nofollow noopener" target="_blank">#performance</a> <a href="https://techhub.social/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://techhub.social/tags/permafrost" class="mention hashtag" rel="nofollow noopener" target="_blank">#permafrost</a> <a href="https://techhub.social/tags/visionmodel" class="mention hashtag" rel="nofollow noopener" target="_blank">#visionmodel</a> <a href="https://techhub.social/tags/icewedge" class="mention hashtag" rel="nofollow noopener" target="_blank">#icewedge</a> <a href="https://techhub.social/tags/Arctic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Arctic</a> <a href="https://techhub.social/tags/warming" class="mention hashtag" rel="nofollow noopener" target="_blank">#warming</a> <a href="https://techhub.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener" target="_blank">#climatechange</a> <a href="https://techhub.social/tags/thawslumps" class="mention hashtag" rel="nofollow noopener" target="_blank">#thawslumps</a> <a href="https://techhub.social/tags/landform" class="mention hashtag" rel="nofollow noopener" target="_blank">#landform</a> <a href="https://techhub.social/tags/terrainmapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#terrainmapping</a> <a href="https://techhub.social/tags/EuroCrops" class="mention hashtag" rel="nofollow noopener" target="_blank">#EuroCrops</a> <a href="https://techhub.social/tags/agriculture" class="mention hashtag" rel="nofollow noopener" target="_blank">#agriculture</a>

Hans van der KwastNew video: explore deep learning models in <a href="https://bsky.app/search?q=%23QGIS" rel="nofollow noopener" target="_blank">#QGIS</a> with the Deepness plugin. Segment or detect features from <a href="https://bsky.app/search?q=%23RemoteSensing" rel="nofollow noopener" target="_blank">#RemoteSensing</a> images. <a href="https://bsky.app/search?q=%23GeoAI" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://bsky.app/search?q=%23MachineLearning" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://bsky.app/search?q=%23GIS" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://youtu.be/xCKVqjeihbU" rel="nofollow noopener" target="_blank">youtu.be/xCKVqjeihbU</a> <a href="https://youtu.be/xCKVqjeihbU" rel="nofollow noopener" target="_blank">Deep Learning in QGIS with the...</a>

Hans van der Kwast :qgis:New video: explore deep learning models in <a href="https://fosstodon.org/tags/QGIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#QGIS</a> with the Deepness plugin. Segment or detect features from <a href="https://fosstodon.org/tags/RemoteSensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#RemoteSensing</a> images. <a href="https://fosstodon.org/tags/GeoAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoAI</a> <a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://fosstodon.org/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://youtu.be/xCKVqjeihbU" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/xCKVqjeihbU</a>

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