This repo is the solution for landslide4Sense challenge.
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Updated
Jul 1, 2022 - Jupyter Notebook
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landslide4sense
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🌋 Automated landslide detection from satellite imagery using UNet++ EfficientNet-b5. Processes 14-band multispectral data (Sentinel-2 + DEM) for pixel-level segmentation. Test F1=0.6937 on Landslide4Sense benchmark.
computer-vision deep-learning pytorch remote-sensing satellite-imagery semantic-segmentation earth-observation sentinel-2 efficientnet unet-plusplus landslide-detection landslide4sense
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Updated
Mar 20, 2026 - Jupyter Notebook
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