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@@ -184,7 +184,7 @@ If the dataset contains annotations which are not part of the initial data colle
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  Ex: We standardized the taxonomic labels provided by the various data sources to conform to a uniform 7-rank Linnean structure. (Then, under annotation process, describe how this was done: Our sources used different names for the same kingdom (both _Animalia_ and _Metazoa_), so we chose one for all (_Animalia_). -->
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  #### Annotation process
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- CVAT and kabr-tools were used to annotate the video frames. The annotation process involved manually labeling the presence of zebras in each frame, drawing bounding boxes around them, and converting the annotations to YOLO format.
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  <!-- This section describes the annotation process such as annotation tools used, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
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  #### Who are the annotators?
@@ -253,6 +253,19 @@ This dataset (the compilation) has been marked as dedicated to the public domain
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  }
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  ```
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  ## Acknowledgements
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  Ex: We standardized the taxonomic labels provided by the various data sources to conform to a uniform 7-rank Linnean structure. (Then, under annotation process, describe how this was done: Our sources used different names for the same kingdom (both _Animalia_ and _Metazoa_), so we chose one for all (_Animalia_). -->
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  #### Annotation process
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+ CVAT and [kabr-tools](https://github.com/Imageomics/kabr-tools) were used to annotate the video frames. The annotation process involved manually labeling the presence of zebras in each frame, drawing bounding boxes around them, and converting the annotations to YOLO format.
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  <!-- This section describes the annotation process such as annotation tools used, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
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  #### Who are the annotators?
 
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  }
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  ```
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+ **Paper**
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+ ```​
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+ @misc{kline2025mmla,
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+ title={MMLA: Multi-Environment, Multi-Species, Low-Altitude Drone Dataset},
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+ author={Jenna Kline and Samuel Stevens and Guy Maalouf and Camille Rondeau Saint-Jean and Dat Nguyen Ngoc and Majid Mirmehdi and David Guerin and Tilo Burghardt and Elzbieta Pastucha and Blair Costelloe and Matthew Watson and Thomas Richardson and Ulrik Pagh Schultz Lundquist},
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+ year={2025},
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+ eprint={2504.07744},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2504.07744},
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+ }
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+ ```
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+
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  ## Acknowledgements
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