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Coral reefs 3D photogrammetry

Description

We 3D mapped multiple coral reefs in Indonesia following wildflow.ai/protocol using two GoPro cameras.

exampel image

This dataset currently contains raw and color-corrected photos. Additional data - including camera poses, reconstructed 3D point clouds, 3D polygonal meshes, orthomosaic, annotations, and 3D Gaussian Splatting models - will be added soon.

License

This dataset is licensed under CC-BY-4.0 - no strings attached, even for commercial use, as long as attribution is provided. Have fun!

Structure

Each dataset directory includes:

{country}_{site}_{patch}_{date}/ # E.g. indonesia_tabuhan_p1_20250210/
β”œβ”€β”€ raw/                         # Raw, unprocessed images
β”œβ”€β”€ corrected/                   # Color-corrected and unwarped images
β”œβ”€β”€ colmap/                      # COLMAP reconstruction files
β”‚   β”œβ”€β”€ cameras.bin              # Camera parameters
β”‚   β”œβ”€β”€ images.bin               # Image data and pose information
β”‚   └── points3D.bin             # 3D point cloud data
β”œβ”€β”€ metashape/                   # Metashape project files
β”œβ”€β”€ mesh/                        # 3D polygonal mesh models
β”œβ”€β”€ 3dgs/                        # 3D Gaussian Splatting models
└── info.json                    # Metadata including GPS coordinates, equipment

Contributors

This dataset was made possible by the amazing efforts of many brilliant people:

with the massive support of these organisations:

  • University of Derby, UK
  • BRIN: National Research and Innovation Agency, Indonesia
  • Coral Spawning Lab, UK
  • Wildflow, UK
  • CORDAP: Coral Research & Development Accelerator Platform

Contact [email protected] or [email protected] if you have any questions about the dataset.

Cite

https://huggingface.co/datasets/wildflow/sweet-corals

We add DOI shortly.

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