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@@ -164,32 +164,10 @@ pip install huggingface_hub
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  huggingface-cli download NEST3D/dataset --repo-type dataset --local-dir ./NEST3D
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  ```
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- ### Option 2: Direct Download
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- Visit [https://huggingface.co/datasets/NEST3D/dataset](https://huggingface.co/datasets/NEST3D/dataset) and download files directly.
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-
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- ## Citation
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-
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- If you use this dataset in your research, please cite:
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-
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- ```bibtex
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- @dataset{NEST3D,
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- title={NEST3D: A High-Resolution Multimodal Dataset of Sociable Weaver Tree Nests},
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- organization={NEST3D},
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- url={https://huggingface.co/datasets/NEST3D},
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- year={2026}
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- }
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- ```
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-
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- ## License
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-
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- This dataset is released under the Creative Commons Attribution 4.0 International (CC-BY-4.0) License. You are free to use, distribute, and adapt the dataset as long as you provide appropriate attribution.
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-
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- See [LICENSE](LICENSE) for details.
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-
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  ## Dataset Information
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  - **Total Size**:
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- - **Number of Scenes**: 104 samples
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  - **Modalities**: RGB, Multispectral (4 bands), 3D Point Clouds
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  - **Image Format**: JPEG (RGB), GeoTIFF (Multispectral)
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  - **Point Cloud Format**: NumPy arrays
@@ -209,11 +187,6 @@ We extend our gratitude to our collaborators and field partners in Namibia for t
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  For questions, issues, or contributions, please visit the [dataset discussion forum](https://huggingface.co/datasets/NEST3D/dataset/discussions).
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- ## Disclaimer
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-
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- The NEST3D dataset is provided as-is for research and development purposes. Users are responsible for ensuring their use complies with all applicable laws and regulations, particularly regarding ecological monitoring and wildlife protection.
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- ---
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  **Last Updated**: February 2026
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  **Dataset Version**: 1.0
 
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  huggingface-cli download NEST3D/dataset --repo-type dataset --local-dir ./NEST3D
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  ```
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  ## Dataset Information
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  - **Total Size**:
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+ - **Number of Scenes**: 104 samples. Split into train/test as 83/21
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  - **Modalities**: RGB, Multispectral (4 bands), 3D Point Clouds
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  - **Image Format**: JPEG (RGB), GeoTIFF (Multispectral)
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  - **Point Cloud Format**: NumPy arrays
 
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  For questions, issues, or contributions, please visit the [dataset discussion forum](https://huggingface.co/datasets/NEST3D/dataset/discussions).
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  **Last Updated**: February 2026
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  **Dataset Version**: 1.0