Datasetpublic

OBH30/IRRISIGHT

IRRISIGHT 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. Due to the space constraints, we uploaded the files across multiple repositories as follows: To download Pennsylvania and Maryland, use the current repository (OBH30/IRRISIGHT). To download Arizona, Arkansas, Florida, Georgia, New Jersey, North Carolina… See the full description on the dataset page: https://huggingface.co/datasets/OBH30/IRRISIGHT.

sourceHugging Facecc-by-4.0updated 1y agoView on Hugging Face

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Dataset Card

IRRISIGHT

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. Due to the space constraints, we uploaded the files across multiple repositories as follows: To download Pennsylvania and Maryland, use the current repository (OBH30/IRRISIGHT). To download Arizona, Arkansas, Florida, Georgia, New Jersey, North Carolina, Ohio, Oregon, and South Carolina, use "NibirMandal/IRRISIGHT".

Dataset Structure

Each sample is stored in an HDF5 file within the Data/ directory and contains:

—rgb: Sentinel-2 RGB image
—agri_index: Multiband vegetation indices (e.g., NDVI, NDWI, EVI)
—land_mask, crop_mask, irr_mask, subirr_mask: Label and context masks
—Metadata attributes:
—image_path
—polygon (WKT geometry)
—crs (spatial reference)
—split (train/test)
—text_prompt (structured soil/environmental description)

Tasks Supported

—Irrigation classification and segmentation
—Remote sensing-based object detection
—Multimodal learning with image + text
—Visual question answering on geospatial prompts

License

This dataset is licensed under CC BY 4.0.

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