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📊 FREE: The Modern GIS Skill Map The 5 skills that actually matter in modern GIS (and what you can stop learning). Based on a survey of 1,400+ geospatial professionals. ➡ Get the free training + PDF guide: https://forrest.nyc/go/training/ 🚀 Unlock the power of AI to classify croplands from satellite images! In this tutorial, I'll show you how to use a pre-trained model on Hugging Face to efficiently identify croplands from satellite data. Whether you're into agriculture, remote sensing, or just love AI, this demo breaks down the steps you need to harness cutting-edge machine learning for land classification. Model on Hugging Face: https://huggingface.co/spaces/ibm-nasa-geospatial/Prithvi-100M-multi-temporal-crop-classification-demo EarthData from NASA: https://search.earthdata.nasa.gov/search 0:00 Intro 1:05 Foundational Models for Earth Observation 5:47 IBM/NASA Prithvi Models 10:30 Download Sentinel-2 Imagery 16:39 Merge and clip in QGIS 22:37 Model results! CONNECT WITH ME 📸 Instagram: https://www.instagram.com/matt_forrest/ 💼 LinkedIn: https://www.linkedin.com/in/mbforr/ 📧 Newsletter: https://forrest.nyc 🌐 Website: https://forrest.nyc Thanks for watching! You can support this channel in a few different ways: 🎓 Learn more and earn certificates in GIS, spatial data science, and data science (affiliate links): Geographic Information Systems (GIS) Specialization from UC Davis: https://imp.i384100.net/n1Kyxo Spatial Data Science and Applications from Yonsei University: https://imp.i384100.net/9W6E6W Python for Everybody from University of Michigan: https://imp.i384100.net/BX3P31 Remote Sensing Image Acquisition, Analysis and Applications: https://imp.i384100.net/Xxe4Ay #gis #geospatial #earthobservation
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