Datasets:
Add preprint citation for kabr-tools
#3
by
egrace479
- opened
README.md
CHANGED
|
@@ -25,6 +25,26 @@ tags:
|
|
| 25 |
size_categories:
|
| 26 |
- 1K<n<10K
|
| 27 |
description: "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, 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 object detection, behavior classification and time-budget analysis, and methodological comparisons between focal, scan, and drone-based sampling"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
---
|
| 29 |
|
| 30 |
# Dataset Card for *kabr-tools Methodology Dataset*
|
|
@@ -214,8 +234,9 @@ If you make use of this dataset for your research, please cite both it and the o
|
|
| 214 |
```bibtex
|
| 215 |
@misc{kline2025kabr-tools-methodology,
|
| 216 |
author = {Jenna Kline and Maksim Kholiavchenko and Michelle Ramirez and Sam Stevens and
|
| 217 |
-
Reshma Ramesh Babu and Namrata Banerji and Elizabeth Campolongo and
|
| 218 |
-
Jackson Miliko and Isla Duporge and Neil Rosser and
|
|
|
|
| 219 |
title = {kabr-tools Methodology Dataset},
|
| 220 |
year = {2025},
|
| 221 |
url = {https://huggingface.co/datasets/imageomics/kabr-methodology},
|
|
@@ -235,6 +256,19 @@ If you make use of this dataset for your research, please cite both it and the o
|
|
| 235 |
}
|
| 236 |
```
|
| 237 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 238 |
**KABR mini-scene Paper:**
|
| 239 |
|
| 240 |
```
|
|
|
|
| 25 |
size_categories:
|
| 26 |
- 1K<n<10K
|
| 27 |
description: "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, 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 object detection, behavior classification and time-budget analysis, and methodological comparisons between focal, scan, and drone-based sampling"
|
| 28 |
+
configs:
|
| 29 |
+
- config_name: "focal vs drone"
|
| 30 |
+
data_files: "focalvsdrone/*.csv"
|
| 31 |
+
default: true
|
| 32 |
+
- config_name: "scan vs focal zebras"
|
| 33 |
+
data_files:
|
| 34 |
+
- split: focal_grevys
|
| 35 |
+
path: "scanvsfocal/grevys/Focal_*.csv"
|
| 36 |
+
- split: scan_grevys
|
| 37 |
+
path: "scanvsfocal/grevys/Scan_*.csv"
|
| 38 |
+
- split: focal_plain
|
| 39 |
+
path: "scanvsfocal/plain/plain_Focal_*.csv"
|
| 40 |
+
- split: scan_plain
|
| 41 |
+
path: "scanvsfocal/plain/plain_Scan_*.csv"
|
| 42 |
+
- config_name: "focal giraffe"
|
| 43 |
+
data_files: "scanvsfocal/giraffe/giraffe_focal*.csv"
|
| 44 |
+
- config_name: "scan giraffe"
|
| 45 |
+
data_files: "scanvsfocal/giraffe/Scan_giraffe_group_1.csv"
|
| 46 |
+
- config_name: "scan giraffe--all behavior"
|
| 47 |
+
data_files: "scanvsfocal/giraffe/Scan_giraffe_group_2.csv"
|
| 48 |
---
|
| 49 |
|
| 50 |
# Dataset Card for *kabr-tools Methodology Dataset*
|
|
|
|
| 234 |
```bibtex
|
| 235 |
@misc{kline2025kabr-tools-methodology,
|
| 236 |
author = {Jenna Kline and Maksim Kholiavchenko and Michelle Ramirez and Sam Stevens and
|
| 237 |
+
Reshma Ramesh Babu and Namrata Banerji and Elizabeth Campolongo and Matthew Thompson and
|
| 238 |
+
Nina Van Tiel and Jackson Miliko and Isla Duporge and Neil Rosser and Chuck Stewart and
|
| 239 |
+
Tanya Berger-Wolf and Daniel Rubenstein},
|
| 240 |
title = {kabr-tools Methodology Dataset},
|
| 241 |
year = {2025},
|
| 242 |
url = {https://huggingface.co/datasets/imageomics/kabr-methodology},
|
|
|
|
| 256 |
}
|
| 257 |
```
|
| 258 |
|
| 259 |
+
**kabr-tools manuscript (pre-print)**
|
| 260 |
+
```
|
| 261 |
+
@misc{kline2025kabrtoolsautomatedframeworkmultispecies,
|
| 262 |
+
title={kabr-tools: Automated Framework for Multi-Species Behavioral Monitoring},
|
| 263 |
+
author={Jenna Kline and Maksim Kholiavchenko and Samuel Stevens and Nina van Tiel and Alison Zhong and Namrata Banerji and Alec Sheets and Sowbaranika Balasubramaniam and Isla Duporge and Matthew Thompson and Elizabeth Campolongo and Jackson Miliko and Neil Rosser and Tanya Berger-Wolf and Charles V. Stewart and Daniel I. Rubenstein},
|
| 264 |
+
year={2025},
|
| 265 |
+
eprint={2510.02030},
|
| 266 |
+
archivePrefix={arXiv},
|
| 267 |
+
primaryClass={cs.CV},
|
| 268 |
+
url={https://arxiv.org/abs/2510.02030},
|
| 269 |
+
}
|
| 270 |
+
```
|
| 271 |
+
|
| 272 |
**KABR mini-scene Paper:**
|
| 273 |
|
| 274 |
```
|