Segmentation Automatique des Routes avec l'IA dans QGIS | Plugin Deepness & Deep Learning

In this QGIS tutorial, learn how to use Artificial Intelligence and the Deepness plugin to automatically segment roads from high-resolution satellite imagery. We will use the pre-trained *Roads Segmentation* model available in the Deepness Model Zoo to detect and extract roads in just a few clicks directly within QGIS. 📌 In this tutorial: ✔ Installing and launching the Deepness plugin ✔ Downloading the Roads Segmentation ONNX model ✔ Configuring the processing parameters in QGIS ✔ Understanding the importance of image resolution for accurate results ✔ Running Deep Learning inference ✔ Analyzing and exporting the results 🔗 Useful Links: • Deepness Plugin: https://plugins.qgis.org/plugins/deep... • Roads Segmentation Model (Model Zoo): https://qgis-plugin-deepness.readthed... • Deepness Installation Tutorial:    • Segmentation automatique des bâtiments dan...   • Download High-Resolution Satellite Imagery:    • Télécharger une Image Satellitaire Haute R...   👍 If you found this video helpful, please like, comment, and subscribe to the SIG-Maroc channel for more tutorials on GIS, Remote Sensing, and Artificial Intelligence for Geospatial Applications. #QGIS #DeepLearning #ArtificialIntelligence #Deepness #RoadSegmentation #RoadExtraction #SatelliteImagery #RemoteSensing #GIS #Geospatial #ONNX #MachineLearning