| train: images/train |
| val: images/val |
| test: images/test |
| nc: 18 |
| names: |
| 0: Ave |
| 1: Felis catus |
| 2: Bos taurus |
| 3: Canis familiaris |
| 4: Herpestes ichneumon |
| 5: Meles meles |
| 6: Oryctolagus cuniculus |
| 7: Dama dama |
| 8: Genetta genetta |
| 9: Equus sp |
| 10: Homo sapiens |
| 11: Lepus granatensis |
| 12: Lynx pardinus |
| 13: Cervus elaphus |
| 14: Vulpes vulpes |
| 15: Sus scrofa |
| 16: Vehicle |
| 17: Empty |
| title: Doñana National Park Dataset (DNP_DS) |
| description: 'Camera-trap images from Doñana National Park (Spain) annotated with |
| bounding boxes for object detection in YOLO format. It contains 33,914 images split |
| into train, val and test, with 38,492 annotated objects of 15 animal categories |
| (plus empty images): mammals identified to species or genus (e.g. Cervus elaphus, |
| Dama dama, Sus scrofa, Vulpes vulpes, Lynx pardinus, Meles meles, Oryctolagus cuniculus), |
| domestic animals (Bos taurus, Canis familiaris, Felis catus, Equus sp) and a general |
| bird category (Ave). It is meant for training and evaluating wildlife detection |
| models.' |
| version: '1.0' |
| license: |
| id: CC-BY-NC-4.0 |
| name: Creative Commons Attribution-NonCommercial 4.0 International |
| url: https://creativecommons.org/licenses/by-nc/4.0/ |
| authors: |
| - name: Javier Calzada Samperio |
| affiliation: Departamento de Ciencias Integradas y Centro de Estudios Avanzados |
| en Física, Matemáticas y Computación, Facultad de Ciencias Experimentales, Universidad |
| de Huelva, Huelva, 21071, Spain |
| - name: Santiago Gutiérrez-Zapata |
| affiliation: Department of Integrated Sciences, Faculty of Experimental Sciences, |
| University of Huelva, Huelva, Spain |
| - name: Simone Santoro |
| affiliation: Department of Integrated Sciences, Faculty of Experimental Sciences, |
| University of Huelva, Huelva, Spain; Department of Natural Sciences and Environmental |
| Health, University of South-Eastern Norway, Bø, Norway |
| - name: Manuel E. Gegundez-Arias |
| affiliation: Department of Integrated Sciences, Faculty of Experimental Sciences, |
| University of Huelva, Huelva, Spain; Science and Technology Research Centre, Universidad |
| de Huelva, Huelva, Spain |
| - name: Iñaki Fernández de Viana |
| affiliation: Department Information Technologies, University of Huelva, 21007 Huelva, |
| Spain |
| - name: Lenka Straková |
| affiliation: Department of Integrated Sciences, Faculty of Experimental Sciences, |
| University of Huelva, Huelva, Spain |
| - name: Agata Kaczówka |
| affiliation: Institute of Nature Conservation, Polish Academy of Sciences, al. Adama |
| Mickiewicza 33, 31-120 Kraków, Poland |
| publisher: |
| name: University of Huelva |
| website: https://www.uhu.es/ |
| copyright_holders: |
| - University of Huelva |
| funding: Additional support was provided by Fundación Biodiversidad, Ministerio para |
| la Transición Ecológica y el Reto Demográfico, Project AI-CENSUS and the Programa |
| Operativo FEDER Andalucía 2014–2020, Project UHU-202028. |
| acknowledgements: The authors acknowledge the University of Huelva for providing the |
| computational infrastructure and technical resources used in this study. We also |
| acknowledge the contributions of the WildINTEL consortium and the Biodiversa+ partnership, |
| which provided the collaborative framework within which this research was conducted. |
| The authors gratefully acknowledge Sara Beery and the contributors to the Caltech |
| Camera Traps (CCT) dataset for making this valuable resource publicly available. |
| Images from the Caltech Camera Traps dataset were used as part of the training data |
| for model development; these images are not redistributed as part of the dataset |
| accompanying this study. |
|
|
