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/
publisher:
  name: University of Huelva
  website: https://www.uhu.es/
copyright_holders:
- University of Huelva
path: .
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
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
homepage: https://wildintel.eu
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.