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SAR-StableDiffusion

Text-to-Image
Diffusers
Safetensors
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StableDiffusionPipeline
sar
synthetic-aperture-radar
remote-sensing
stable-diffusion
image-generation
synthetic-data
ship-detection
earth-observation
sentinel-1
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  ## Overview
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  Fine-tuned **Stable Diffusion 1.5** backbone for generating synthetic **Sentinel-1 SAR** amplitude images from text prompts.
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- Published alongside the paper **"Diffusion-Based SAR Training Data Synthesis Controlled by Spatial Annotations"** (Hochstuhl et al., 2026).
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  The model generates single-channel SAR amplitude images for specific land cover types similar to Sentinel-1 GRD image products (in VH polarization).
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- ## Citation
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  If you use this model, please cite:
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  }
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  ```
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- ---
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  ## License
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  ## Overview
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  Fine-tuned **Stable Diffusion 1.5** backbone for generating synthetic **Sentinel-1 SAR** amplitude images from text prompts.
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+ Published alongside the upcoming paper **"Diffusion-Based SAR Training Data Synthesis Controlled by Spatial Annotations"** (Hochstuhl et al., 2026; accepted for GCPR conference 2026).
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  The model generates single-channel SAR amplitude images for specific land cover types similar to Sentinel-1 GRD image products (in VH polarization).
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  ---
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+ <!-- ## Citation
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  If you use this model, please cite:
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  }
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  ```
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  ## License
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