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This repository contains three fine-tuned TerraMind models, using terramindv1base backbone. They are able to segment respectively seismic fault scarps, paleo-landslides, and river active channels, based on Sentinel-2...
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This repository contains three fine-tuned TerraMind models, using terramind_v1_base backbone. They are able to segment respectively seismic fault scarps, paleo-landslides, and river active channels, based on Sentinel-2 RGB and infrared images as well as a Digital Elevation Model (DEM). A UPerNet decoder is added to the TerraMind backbone, and the fine-tuning is done on three released datasets, one for each object (c.f. GitLab repository).
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1 sourceVerified Sep 8
Model artifacts
3 artifactsSource excerpts
2 excerptsTerraMindUPerNet_sfs.pth
pth · 375 MB · SHA-256 93b3c98a18bc…061c · Hugging Face
--- license: cc0-1.0 pipeline_tag: image-segmentation --- This repository contains three fine-tuned [TerraMind](https://github.com/IBM/terramind) models, using ```terramind_v1_base``` backbone. They are able to segment respectively seismic fault scarps, paleo-landslides, and river active channels, based on Sentinel-2 RGB and infrared images as well as a Digital Elevation Model (DEM). A UPerNet decoder is added to the TerraMind backbone, and the fine-tuning is done on three released datasets, one for each object (c.f. GitLab repository). - Full repository: [GitLab](https://gricad-gitlab.univ-grenoble-alpes.fr/fauref/geomorphological-mapping-terramind). - Seismic fault scarp fine-tuned model available here: [TerraMindUPerNet_sfs.pth](https://huggingface.co/francoisfaure/Geomorphological_Mapping_TerraMind/blob/main/TerraMindUPerNet_sfs.pth) - Paleo-landslide fine-tuned model available here: [TerraMindUPerNet_pls.pth](https://huggingface.co/francoisfaure/Geomorphological_Mapping_TerraMind/blob/main/TerraMindUPerNet_pls.pth) - Active river channel fine-tuned model available here: [TerraMindUPerNet_arc.pth](https://huggingface.co/francoisfaure/Geomorphological_Mapping_TerraMind/blob/main/TerraMindUPerNet_arc.pth)
Source context: 0 downloads · 1 likes · Pipeline image-segmentation · Repo francoisfaure/Geomorphological_Mapping_TerraMind
