Datasets:
Update raw video repo links
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README.md
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# Dataset Card for KABR Worked Examples
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This dataset is comprised of manually annotated bounding box detections, mini-scenes, behavior annotations, and associated telemetry
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for three drone video sessions that were used for [kabr-tools](https://github.com/Imageomics/kabr-tools) case studies. Drone video was collected at [Mpala Research Centre](https://mpala.org/) in January 2023; please see the [full video dataset](https://huggingface.co/datasets/imageomics/
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## Table of Contents
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- [Dataset Description](#dataset-description)
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| Session | Date Collected | Demographic Information and Habitat | Video File IDs in Session | Session Source Videos (link) |
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|---------|---------------|--------------|---------|---------|
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| `ex-1` | 2023-01-18 | 2 Adult male Grevy's zebras in an open plain| `DJI_0068`, `DJI_0069`, `DJI_0070`, `DJI_0071` | [imageomics/
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| `ex-2` | 2023-01-20 | 5 Grevy's zebras in a semi-open habitat along a roadway| `DJI_0142`, `DJI_0143`, `DJI_0144`, `DJI_0145`, `DJI_0146`, `DJI_0147` | [imageomics/
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| `ex-3` | 2023-01-21 | Mixed herd of 3 reticulated giraffes, 2 plains zebras and 11 Grevy's zebras in a closed habitat with dense vegetation near Mo Kenya| `DJI_0206`, `DJI_0208`, `DJI_0210`, `DJI_0211` | [imageomics/
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**Note:** Session numbers (as used in identifiers) are based on _all_ KABR video sessions, while we focus in this dataset on Sessions 7, 5, and 3, which we label as Sessions ex-1, ex-2, and ex-3, respectively.
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Data collected at [Mpala Research Centre](https://mpala.org/), Kenya, in January 2023. The data was collected using a DJI Air 2S drone and manually annotated using [CVAT](https://www.cvat.ai/). The annotations were exported as XML files.
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#### Who are the source data producers?
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[Imageomics/KABR-
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### Annotations
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## References
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- Original KABR mini-scene dataset: [https://huggingface.co/datasets/imageomics/KABR](https://huggingface.co/datasets/imageomics/KABR)
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- KABR
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- kabr-tools repository: [https://github.com/Imageomics/kabr-tools](https://github.com/Imageomics/kabr-tools)
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- Mpala Research Centre: [https://mpala.org/](https://mpala.org/)
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```
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Please also cite the original data source:
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- KABR
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## Contributions
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Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
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The [raw data](https://huggingface.co/datasets/imageomics/KABR-
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### Dataset Creation Contributors
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## More Information
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For detailed usage instructions and code examples, see the [kabr-tools repository](https://github.com/Imageomics/kabr-tools).
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For questions about the broader KABR project and related datasets, visit the [Imageomics Institute website](https://imageomics.org) and see the [KABR Collection](https://huggingface.co/collections/imageomics/kabr-664dff304d29e6cd7b8e1a00).
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# Dataset Card for KABR Worked Examples
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This dataset is comprised of manually annotated bounding box detections, mini-scenes, behavior annotations, and associated telemetry
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for three drone video sessions that were used for [kabr-tools](https://github.com/Imageomics/kabr-tools) case studies. Drone video was collected at [Mpala Research Centre](https://mpala.org/) in January 2023; please see the [full video dataset](https://huggingface.co/datasets/imageomics/KABR-raw-videos) for more information on original video context.
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## Table of Contents
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- [Dataset Description](#dataset-description)
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| Session | Date Collected | Demographic Information and Habitat | Video File IDs in Session | Session Source Videos (link) |
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|---------|---------------|--------------|---------|---------|
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| `ex-1` | 2023-01-18 | 2 Adult male Grevy's zebras in an open plain| `DJI_0068`, `DJI_0069`, `DJI_0070`, `DJI_0071` | [imageomics/KABR-raw-videos/18_01_2023_session_7/](https://huggingface.co/datasets/imageomics/KABR-raw-videos/tree/main/18_01_2023_session_7) |
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| `ex-2` | 2023-01-20 | 5 Grevy's zebras in a semi-open habitat along a roadway| `DJI_0142`, `DJI_0143`, `DJI_0144`, `DJI_0145`, `DJI_0146`, `DJI_0147` | [imageomics/KABR-raw-videos/20_01_2023_session_3/](https://huggingface.co/datasets/imageomics/KABR-raw-videos/tree/main/20_01_2023_session_3) |
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| `ex-3` | 2023-01-21 | Mixed herd of 3 reticulated giraffes, 2 plains zebras and 11 Grevy's zebras in a closed habitat with dense vegetation near Mo Kenya| `DJI_0206`, `DJI_0208`, `DJI_0210`, `DJI_0211` | [imageomics/KABR-raw-videos/21_01_2023_session_5/](https://huggingface.co/datasets/imageomics/KABR-raw-videos/tree/main/21_01_2023_session_5) |
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**Note:** Session numbers (as used in identifiers) are based on _all_ KABR video sessions, while we focus in this dataset on Sessions 7, 5, and 3, which we label as Sessions ex-1, ex-2, and ex-3, respectively.
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Data collected at [Mpala Research Centre](https://mpala.org/), Kenya, in January 2023. The data was collected using a DJI Air 2S drone and manually annotated using [CVAT](https://www.cvat.ai/). The annotations were exported as XML files.
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#### Who are the source data producers?
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[Imageomics/KABR-raw-videos dataset authors](https://huggingface.co/datasets/imageomics/KABR-raw-videos/blob/main/README.md#authors).
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### Annotations
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## References
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- Original KABR mini-scene dataset: [https://huggingface.co/datasets/imageomics/KABR](https://huggingface.co/datasets/imageomics/KABR)
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- KABR Raw Videos (not processed for KABR mini-scene dataset): [https://huggingface.co/datasets/imageomics/KABR-raw-videoss](https://huggingface.co/datasets/imageomics/KABR-raw-videoss)
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- kabr-tools repository: [https://github.com/Imageomics/kabr-tools](https://github.com/Imageomics/kabr-tools)
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- Mpala Research Centre: [https://mpala.org/](https://mpala.org/)
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```
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Please also cite the original data source:
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- KABR Raw Videos: https://huggingface.co/datasets/imageomics/KABR-raw-videoss
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## Contributions
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Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
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The [raw data](https://huggingface.co/datasets/imageomics/KABR-raw-videoss) fed into the [KABR tools pipeline](https://github.com/Imageomics/kabr-tools) to produce this worked example was collected at the [Mpala Research Centre](https://mpala.org/) in Kenya, in accordance with Research License No. NACOSTI/P/22/18214. The data collection protocol adhered strictly to the guidelines set forth by the Institutional Animal Care and Use Committee under permission No. IACUC 1835F.
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### Dataset Creation Contributors
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## More Information
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For detailed usage instructions and code examples, see the [kabr-tools repository](https://github.com/Imageomics/kabr-tools) and associated [docs](https://imageomics.github.io/kabr-tools).
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For questions about the broader KABR project and related datasets, visit the [Imageomics Institute website](https://imageomics.org) and see the [KABR Collection](https://huggingface.co/collections/imageomics/kabr-664dff304d29e6cd7b8e1a00).
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