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@@ -29,6 +29,13 @@ description: "A curated collection of CSV and XML files describing time-budget d
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  # Dataset Card for *kabr-tools Methodology Dataset*
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  A curated collection of CSV and XML files describing time-budget data, focal observations, scan samples, and object-detection annotations for African ungulates—including Grevy’s zebras, plains zebras, and giraffes—recorded both from the ground and from drones. This dataset complements the original [KABR Mini-Scene Dataset](https://huggingface.co/datasets/imageomics/KABR), providing ground-based sampling to correspond with a subset of the published mini-scenes. Specifically designed to compare Kenyan animal behavior observation methods, this dataset supports:
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  - **Object detection** benchmarks (PASCAL-VOC XML).
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  |**Figure 1.** Time budget comparison between drone-based behavior classification (bottom) and manual field focal observations (top).|
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- ## Dataset Details
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- - **Curated by:** Jenna Kline, Michelle Ramirez, Sam Stevens, Reshma Ramesh Babu, Jackson Miliko, Isla Duporge, Neil Rosser, Tanya Berger-Wolf, and Daniel Rubenstein
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- - **Homepage:** https://imageomics.github.io/KABR
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- - **Repository:** https://github.com/Imageomics/kabr-tools
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- - **Paper:** kabr-tools (manuscript in preparation)
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-
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  ## Dataset Structure
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  # Dataset Card for *kabr-tools Methodology Dataset*
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+ ## Dataset Details
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+ - **Curated by:** Jenna Kline, Michelle Ramirez, Sam Stevens, Reshma Ramesh Babu, Jackson Miliko, Isla Duporge, Neil Rosser, Tanya Berger-Wolf, and Daniel Rubenstein
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+ - **Homepage:** https://imageomics.github.io/KABR
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+ - **Repository:** https://github.com/Imageomics/kabr-tools
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+ - **Related Paper:** [Preprint Link](https://arxiv.org/abs/2510.02030)
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  A curated collection of CSV and XML files describing time-budget data, focal observations, scan samples, and object-detection annotations for African ungulates—including Grevy’s zebras, plains zebras, and giraffes—recorded both from the ground and from drones. This dataset complements the original [KABR Mini-Scene Dataset](https://huggingface.co/datasets/imageomics/KABR), providing ground-based sampling to correspond with a subset of the published mini-scenes. Specifically designed to compare Kenyan animal behavior observation methods, this dataset supports:
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  - **Object detection** benchmarks (PASCAL-VOC XML).
 
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  |**Figure 1.** Time budget comparison between drone-based behavior classification (bottom) and manual field focal observations (top).|
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  ## Dataset Structure
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