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Data From "The capacity of generative models to synthesize regional landslide and non-landslide remote sensing imagery under data-scarce scenarios: insights from multimodal foundation models"

Domaine:

geospatial

Type de record:

dataset
Créateur:
LiuXinWan
Éditeur:
Zenodo
Hôte:avatar

Results and datasets of the manuscript “The capacity of generative models to synthesize regional landslide and non-landslide remote sensing imagery under data-scarce scenarios: insights from multimodal foundation models”. Once the manuscript is accepted for publishment, the dataset will be updated.

"Landslide Dataset.rar" is the landslide remote sensing image–semantic annotation dataset.

"non-landslide Dataset.rar" is the non-landslide remote sensing image–semantic annotation dataset.

"Southwest_China_Landslide.safetensors" is the best landslide LoRA which is trained on SDXL.

"Southwest_China_Terrain.safetensors" is the best non-landslide LoRA which is trained on SD 1.5.

"BijieDatasetEnhanced.rar" is the enhanced dataset used for downstream landslide semantic segmentation experiments.

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