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README.md
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pretty_name: IRRISIGHT
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tags:
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- remote-sensing
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multilinguality: monolingual
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size_categories:
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- 1M<n<10M
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---
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pretty_name: IRRISIGHT
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tags:
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- remote-sensing
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multilinguality: monolingual
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size_categories:
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- 1M<n<10M
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---
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# IRRISIGHT
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**IRRISIGHT** is a large-scale multimodal dataset to address water availability problems in agriculture. It is designed to support supervised and semi-supervised learning tasks related to agricultural water use monitoring.
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## Dataset Structure
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Each sample is stored in an HDF5 file within the `Data/` directory and contains:
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- `rgb`: Sentinel-2 RGB image
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- `agri_index`: Multiband vegetation indices (e.g., NDVI, NDWI, EVI)
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- `land_mask`, `crop_mask`, `irr_mask`, `subirr_mask`: Label and context masks
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- Metadata attributes:
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- `image_path`
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- `polygon` (WKT geometry)
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- `crs` (spatial reference)
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- `split` (train/test)
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- `text_prompt` (structured soil/environmental description)
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## Tasks Supported
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- Irrigation classification and segmentation
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- Remote sensing-based object detection
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- Multimodal learning with image + text
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- Visual question answering on geospatial prompts
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## License
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This dataset is licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
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check
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