EDB’s Post

Geospatial meets AI workflows. IBM and the open-source AI platform Hugging Face have partnered to create an AI Foundation Model for Earth Observations. Powered by NASA's satellite data, this open source platform is said to accelerate geospatial data analysis by up to 4 times faster compared to contemporary deep-learning models, with half as much labeled data. Learn more: https://lnkd.in/gFSgvwh3.. #GeospatialTechnology #InnovationUnleashed #DataDrivenDiscoveries"

IBM and Hugging Face Collaborate to Open Source Largest Geospatial AI Foundation Model #AI #AItechnology #artificialintelligence #climatescience #foundationmodel #geospatialAI #HuggingFace #IBM #llm #machinelearning #NASA #opensource #Techgiants

"By combining #IBM's foundation model efforts aimed at creating flexible, reusable #AI systems with #NASA's repository of Earth-satellite data, and making it available on the leading #opensource AI platform, Hugging Face, we can leverage the power of collaboration to implement faster and more impactful solutions that will improve our planet." #HugginFace #data #artificialIntelligence

Transforming Machine Learning Dataset Management with NASA's Croissant #AI #artificialintelligence #Croissant #datasets #GeoCroissant #IMPACTteam #llm #machinelearning #metadata #MLCommons #NASA #Science

IBM and NASA deploy open-source geospatial AI foundation model on Hugging Face | VentureBeat: IBM and NASA have released the watsonx.ai geospatial foundation model on Hugging Face. The model was trained on NASA's satellite data and fine-tuned for specific use cases like burn scar and flood mapping. It benefits from IBM's enterprise technologies and aims to advance climate science and improve business use cases. By making it available on Hugging Face, the model can be accessed by developers using existing tooling. The learnings from this model will also impact other areas of AI development. - Artificial Intelligence topics! #ai #artificialintelligence #intelligenzaartificiale

IBM and NASA Open Source Largest Geospatial AI Foundation Model https://lnkd.in/d9MbKXU3 This is a ViT trained with MAE on Sentinel 2 data, which is openly available. The Prithvi 100M architecture appears to be order of magnitude smaller than more generic foundation models. https://lnkd.in/gWtNS2pt Foundation models targeted at specific industrial activities is the way to go, they are less compute intensive, leverage data in self-supervised manner which is easy to train, and capture very precise details. Industry foundation models then boosts all downstream targeted applications, from supervised tasks (classification, detection, ...) to dataset augmentation and more. This we see in many of our collaboration with the industry, in the image domain typically. A very interesting and qualitative trend, that requires tight and pleasant interaction between "machine learnists" and domain experts. So much to do and fun ahead ! #AI #earthobservation #foundationmodels

Hello, Earth Science Aficionados and AI Enthusiasts! 🌍🚀 Just came across a brilliant innovation that’s set to revolutionize #ClimateResearch and #EarthScience. IBM, Hugging Face, and NASA have embarked on a remarkable journey to push boundaries in AI by democratizing access to a novel, open-source AI model - watsonx.ai 🤖 A strategic blend of NASA’s rich geospatial data and advanced AI, the model is geared towards parsing colossal amounts of geospatial data for diversified tasks. From tracking deforestation to predicting crop yield and monitoring greenhouse gases, the possibilities are truly immense! 🌳🌾🌐 What intrigued me is the commitment of IBM, Hugging Face and NASA to empower climate and earth researchers by making this AI model widely accessible via Hugging Face. They've created a tool that will undoubtedly accelerate our ability to tackle pressing environmental challenges. Understanding and preserving our environment has never seemed so exciting and within reach! Hats off to these tech giants for leveraging #AIforGood in such a meaningful way! 💫 Got any thoughts on how this could further transform environmental intelligence and research? Let's discuss! Find out more here: https://lnkd.in/gnbfAex4 Casey Jones, signing off! #IBM #HuggingFace #NASA #AI #GeospatialData #WatsonxAI #OpenSourceAI

🌐🛰️ Exciting News: IBM and NASA have collaborated to Open Source the Largest Geospatial AI Foundation Model on Hugging Face! 🚀🔍 IBM and NASA have joined forces to revolutionize geospatial AI technology. They have just released the largest-ever geospatial AI foundation model on Hugging Face, an open-source platform for AI and machine learning. This groundbreaking model promises to enhance our understanding of Earth's complex geospatial data by leveraging cutting-edge artificial intelligence. With access to such a massive and powerful resource, researchers, scientists, and developers can now analyze and interpret geospatial information on an unprecedented scale. The geospatial AI foundation model represents a significant step forward in our quest for advanced insights into climate change, environmental monitoring, urban planning, disaster management, and more. The potential applications are limitless, and the positive impact on humanity and our planet is immeasurable. 🌍 Let's celebrate this momentous collaboration between IBM and NASA in pushing the boundaries of AI and its potential to solve real-world challenges. Share this news and join us in promoting open-source AI for the greater good. Together, we can shape a better future for our world! 🌟 #IBM #NASA #AI #Geospatial #OpenSource #HuggingFace #TechNews #Innovation #ClimateChange #EarthObservation

In collaboration with NASA and using watsonx, IBM built an AI model to speed analysis of climate events to help communities predict, plan and protect. "It’s the largest geospatial model to be hosted on Hugging Face and the first open-source AI foundation model NASA has collaborated to build. And, it can analyze geospatial data up to four times faster than state-of-the-art deep-learning models, with half as much labeled data, IBM has estimated." #ibm #watsonx #huggingface #geospatialdata #foundationmodels

IBM x NASA parter up to release the next impressive open source AI models. This time it’s a set of geospatial AI models. Built with NASA’s satellite data, the watsonx.ai is now live on Hugging Face. This marks a substantial leap towards global collaborative efforts in advancing climate and Earth science innovations. It could be utilised for things like tracking deforestation, predicting crop yields, and monitoring greenhouse gases. https://lnkd.in/eSGz3tFN