GeoAI Tutorials - GeoAI QGIS Plugin v1.0: One-Click Installation on Windows, macOS & Linux

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What you'll learn

This course includes

20 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

geospatial geoai AI mapping Python Jupyter Jupyter Notebook geospatial data science data science

Full Transcript

What’s included in v1.0: 1. Semantic segmentation 2. Instance segmentation 3. Moondream vision-language model 4. SAM 3 5. Forest segmentation (powered by DeepForest) 6. Water segmentation (powered by OmniWaterMask) 7. Export results in vector and raster formats 8. Export training data in COCO, YOLO, and Pascal VOC formats 📘 Documentation: https://opengeoai.org/qgis_plugin 💻 GitHub: https://github.com/opengeos/geoai 📺 Full video tutorial: https://youtu.be/L90id_ESQME The one-click installation was inspired by TerraLab's AI Segmentation plugin: https://github.com/TerraLabAI/QGIS_AI-Segmentation. Credits to the TerraLab AI Team. If you find the plugin useful, please give it a thumbs-up ⭐ on the QGIS plugin page: https://plugins.qgis.org/plugins/geoai 00:00 Introduction to GeoAI QGIS Plugin v1.0 00:39 What’s new in v1.0 01:56 Remove old plugin (if previously installed) 02:20 Install from QGIS Plugin Manager 02:58 New tools overview (instant + water segmentation) 03:20 One-click environment setup (GPU/CPU) 04:20 SAM model access via Hugging Face 05:21 How the new isolated environment works 07:03 Download sample data 09:31 Installation complete: launch plugin 10:37 Verify GPU and model loading 11:16 Segment by text demo 13:35 Segment by box demo 14:20 Water segmentation demo 18:00 Export segmentation to vector 19:05 Troubleshooting and memory tips 20:05 Wrap-up and where to report issues #GeoAI #QGIS #GIS #RemoteSensing #Geospatial #OpenSource --------------------------------------------------------- 📌 More Resources: 📺 GeoAI Playlist: https://www.youtube.com/playlist?list=PLAxJ4-o7ZoPcvENqwaPa_QwbbkZ5sctZE 📚 Get My Books: 📘 Introduction to GIS Programming: A Practical Python Guide to Open Source Geospatial Tools 👉 Amazon: https://amazon.com/dp/B0FFW34LL3 👉 Leanpub: https://leanpub.com/gispro 📘 Spatial Data Management with DuckDB: From SQL Basics to Advanced Geospatial Analytics 👉 Amazon: https://amazon.com/dp/B0G2JFMFFC 👉 Leanpub: https://leanpub.com/duckdb 👋 Let’s Connect: YouTube: https://youtube.com/@giswqs LinkedIn: https://www.linkedin.com/in/giswqs Twitter: https://twitter.com/giswqs Facebook: https://www.facebook.com/groups/opengeos