Datasets:
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Upd README
Browse files- .gitignore +2 -0
- README.md +41 -18
- metadata.json +69 -4
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README.md
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---
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license: cc-by-4.0
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tags:
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- coral reef
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- 3d gaussian splatting
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- photogrammetry
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- 3d
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- wildflow
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- orthomosaic
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pretty_name: 3D Coral Reefs
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---
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This dataset currently contains raw and
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## License
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## Structure
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Each dataset directory includes:
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```
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-
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├── raw/ # Raw, unprocessed images
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├── corrected/ #
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├── colmap/ # COLMAP reconstruction files
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│ ├── cameras.bin # Camera parameters
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│ ├── images.bin # Image data and pose information
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│ └── points3D.bin # 3D point cloud data
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├── metashape/ # Metashape project files
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├── mesh/ # 3D polygonal mesh models
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├── 3dgs/ # 3D Gaussian Splatting models
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└──
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```
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## Contributors
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This dataset was made possible by the amazing efforts of many brilliant people:
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with the massive support of these organisations:
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- University of Derby, UK
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- BRIN: National Research and Innovation Agency, Indonesia
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- Coral Spawning Lab, UK
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- Wildflow, UK
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- CORDAP: Coral Research & Development Accelerator Platform
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Contact sergei@wildflow.ai or m.sweet@derby.ac.uk if you have any questions about the dataset.
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https://huggingface.co/datasets/wildflow/sweet-corals
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We add DOI shortly.
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---
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license: cc-by-4.0
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tags:
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- coral reef
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- 3d gaussian splatting
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+
- photogrammetry
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- 3d
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- wildflow
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- orthomosaic
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pretty_name: 3D Coral Reefs
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---
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This dataset currently [**contains 89,407 (350GB) of raw GoPro photos**](https://huggingface.co/datasets/wildflow/sweet-corals/tree/main) and some [colour-corrected](indonesia_tabuhan_p1_20250210/corrected/images) photos. Additional data - including camera poses, reconstructed 3D point clouds, 3D polygonal meshes, orthomosaic, annotations, and 3D Gaussian Splatting models - will be added soon.
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## License
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## Structure
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Each dataset directory includes:
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```
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...
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indonesia_tabuhan_p2_20250210/ # {country}_{site}_{patch}_{date}/
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indonesia_pemuteran_p1_20250213/
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...
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├── raw/ # Raw, unprocessed images
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├── corrected/ # Colour-corrected and unwarped images (Pinhole format)
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├── colmap/ # COLMAP reconstruction files
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│ ├── cameras.bin # Camera parameters
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│ ├── images.bin # Image data and pose information
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│ └── points3D.bin # 3D point cloud data
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├── 3dgs/ # 3D Gaussian Splatting models
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└── metadata.json # Metadata including GPS coordinates, equipment
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```
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## File stats
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| Survey patch | Raw images count | Raw images size |
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| ---------------------------------- | ---------------- | --------------- |
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| indonesia_banyuwangi_farm_20250211 | 8,700 | 33.98 GB |
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| indonesia_pemuteran_p1_20250213 | 10,246 | 40.02 GB |
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| indonesia_pemuteran_p2_20250213 | 6,980 | 27.26 GB |
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| indonesia_pemuteran_p3_20250213 | 7,580 | 29.60 GB |
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| indonesia_tabuhan_p1_20250210 | 6,590 | 25.74 GB |
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| indonesia_tabuhan_p2_20250210 | 8,822 | 34.46 GB |
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| indonesia_tabuhan_p3_20250210 | 6,952 | 27.15 GB |
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| indonesia_watudodol_p1_20250208 | 7,513 | 29.34 GB |
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| indonesia_watudodol_p2_20250208 | 3,871 | 15.12 GB |
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| indonesia_watudodol_p3_20250208 | 2,938 | 11.47 GB |
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| indonesia_watudodol_p4_20250209 | 8,846 | 34.55 GB |
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| indonesia_watudodol_p5_20250209 | 4,412 | 17.23 GB |
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| indonesia_watudodol_p6_20250209 | 5,957 | 23.26 GB |
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| **Total** | **89,407** | **349.18 GB** |
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You can see more in the [metadata.json](metadata.json)
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## Contributors
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This dataset was made possible by the amazing efforts of many brilliant people:
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with the massive support of these organisations:
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- [University of Derby](https://www.derby.ac.uk/), UK
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- [BRIN: National Research and Innovation Agency](https://www.brin.go.id/en), Indonesia
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- [Coral Spawning Lab](https://www.coralspawninglab.org/), UK
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- [Wildflow](http://wildflow.ai/), UK
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- [CORDAP: Coral Research & Development Accelerator Platform](https://cordap.org/)
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Contact sergei@wildflow.ai or m.sweet@derby.ac.uk if you have any questions about the dataset.
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https://huggingface.co/datasets/wildflow/sweet-corals
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We add DOI shortly.
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metadata.json
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"009": 7.4,
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"001": 5.7,
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"005": 8.9
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}
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},
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"indonesia_pemuteran_p2_20250213": {
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"005": 4,
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"002": 5.2,
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"003": 3
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},
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"indonesia_pemuteran_p3_20250213": {
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"017": 2.8,
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"014": 1.9,
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"011": 2
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},
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"indonesia_tabuhan_p1_20250210": {
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"lon": 114.46278,
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"depth": 5.3
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}
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]
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},
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"indonesia_tabuhan_p2_20250210": {
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"date": "2025-02-10",
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"lon": 114.46255,
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"depth": 4.7
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}
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]
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},
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"indonesia_tabuhan_p3_20250210": {
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"date": "2025-02-10",
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"lon": 114.46232,
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"depth": 4.8
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}
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]
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},
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"indonesia_watudodol_p1_20250208": {
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"date": "2025-02-08",
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"008": 3.1,
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"003": 3.1,
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"005": 4.1
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"indonesia_watudodol_p2_20250208": {
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"003": 3.4,
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"007": 4.5,
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"010": 4.3
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"indonesia_watudodol_p3_20250208": {
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"001": 3.4,
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"010": 3.9
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"indonesia_watudodol_p4_20250209": {
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"002": 2.9,
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"001": 2.9,
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"003": 6.6
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"indonesia_watudodol_p5_20250209": {
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"007": 3.9,
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"006": 3.4,
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"009": 7.3
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"indonesia_watudodol_p6_20250209": {
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"008": 3.5,
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"002": 2.4,
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"005": 3.9
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},
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"indonesia_banyuwangi_farm_20250211": {
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"date": "2025-02-11",
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"scalebar_length_m": 0.3,
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"notes": "This is a coral reef farm with a lot of beds with labeled corals. This is perfect for training species classification models. It was about ~30m deep on one side. Challenging site with a lot of holes."
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}
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"009": 7.4,
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"001": 5.7,
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"005": 8.9
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},
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"raw": {
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"dir": "indonesia_pemuteran_p1_20250213/raw",
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"img_count": 10246,
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"img_size": "40.02 GB"
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}
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},
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"indonesia_pemuteran_p2_20250213": {
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"005": 4,
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"002": 5.2,
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"003": 3
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},
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"raw": {
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"dir": "indonesia_pemuteran_p2_20250213/raw",
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"img_count": 6980,
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"img_size": "27.26 GB"
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}
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},
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"indonesia_pemuteran_p3_20250213": {
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"017": 2.8,
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"014": 1.9,
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"011": 2
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},
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"raw": {
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"dir": "indonesia_pemuteran_p3_20250213/raw",
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"img_count": 7580,
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"img_size": "29.60 GB"
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}
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},
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"indonesia_tabuhan_p1_20250210": {
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"lon": 114.46278,
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"depth": 5.3
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}
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],
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"raw": {
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"dir": "indonesia_tabuhan_p1_20250210/raw",
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"img_count": 6590,
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"img_size": "25.74 GB"
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}
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"indonesia_tabuhan_p2_20250210": {
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"date": "2025-02-10",
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"lon": 114.46255,
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"depth": 4.7
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],
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"raw": {
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"dir": "indonesia_tabuhan_p2_20250210/raw",
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"img_count": 8822,
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"img_size": "34.46 GB"
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}
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"indonesia_tabuhan_p3_20250210": {
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"date": "2025-02-10",
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"lon": 114.46232,
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"depth": 4.8
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],
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"raw": {
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"dir": "indonesia_tabuhan_p3_20250210/raw",
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"img_count": 6952,
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"img_size": "27.15 GB"
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}
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},
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"indonesia_watudodol_p1_20250208": {
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"date": "2025-02-08",
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"008": 3.1,
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"003": 3.1,
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"005": 4.1
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"raw": {
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"dir": "indonesia_watudodol_p1_20250208/raw",
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"img_count": 7513,
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"img_size": "29.34 GB"
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"indonesia_watudodol_p2_20250208": {
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"003": 3.4,
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"007": 4.5,
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"010": 4.3
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"raw": {
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"dir": "indonesia_watudodol_p2_20250208/raw",
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"img_count": 3871,
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"img_size": "15.12 GB"
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}
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"indonesia_watudodol_p3_20250208": {
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"001": 3.4,
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"008": 6.1,
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"010": 3.9
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},
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"raw": {
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"dir": "indonesia_watudodol_p3_20250208/raw",
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"img_count": 2938,
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"img_size": "11.47 GB"
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}
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},
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"indonesia_watudodol_p4_20250209": {
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"002": 2.9,
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"001": 2.9,
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"003": 6.6
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},
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"raw": {
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"dir": "indonesia_watudodol_p4_20250209/raw",
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"img_count": 8846,
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"img_size": "34.55 GB"
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}
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"indonesia_watudodol_p5_20250209": {
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"007": 3.9,
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"006": 3.4,
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"009": 7.3
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},
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"raw": {
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"dir": "indonesia_watudodol_p5_20250209/raw",
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"img_count": 4412,
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"img_size": "17.23 GB"
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}
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},
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"indonesia_watudodol_p6_20250209": {
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"008": 3.5,
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"002": 2.4,
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"005": 3.9
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},
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"raw": {
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"dir": "indonesia_watudodol_p6_20250209/raw",
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"img_count": 5957,
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"img_size": "23.26 GB"
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}
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},
|
| 241 |
"indonesia_banyuwangi_farm_20250211": {
|
| 242 |
"date": "2025-02-11",
|
| 243 |
"scalebar_length_m": 0.3,
|
| 244 |
+
"notes": "This is a coral reef farm with a lot of beds with labeled corals. This is perfect for training species classification models. It was about ~30m deep on one side. Challenging site with a lot of holes.",
|
| 245 |
+
"raw": {
|
| 246 |
+
"dir": "indonesia_banyuwangi_farm_20250211/raw",
|
| 247 |
+
"img_count": 8700,
|
| 248 |
+
"img_size": "33.98 GB"
|
| 249 |
+
}
|
| 250 |
}
|
| 251 |
}
|