The DeepFaune initiative: a collaborative effort towards the automatic identification of European fauna in camera trap images

Long-term monitoring of mammal communities in the Peneda-Gerês National Park using camera-trap data

(2023) Annika Zuleger et al.   Biodiversity Data Journal

DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning

(2023) Fanny Simões et al.   Ecological Informatics

Perspectives in machine learning for wildlife conservation

(2022) Devis Tuia et al.   Nature Communications

Robust ecological analysis of camera trap data labelled by a machine learning model

(2021) Robin C. Whytock et al.   Methods in Ecology and Evolution

Three critical factors affecting automated image species recognition performance for camera traps

(2020) Stefan Schneider et al.   Ecology and Evolution

Automated detection of European wild mammal species in camera trap images with an existing and pre-trained computer vision model

(2020) Christin Carl et al.   EUROPEAN JOURNAL OF WILDLIFE RESEARCH

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

(2018) Mohammad Sadegh Norouzzadeh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Identifying animal species in camera trap images using deep learning and citizen science

(2018) Marco Willi et al.   Methods in Ecology and Evolution

Machine learning to classify animal species in camera trap images: Applications in ecology

(2018) Michael A. Tabak et al.   Methods in Ecology and Evolution

Scaling-up camera traps: monitoring the planet's biodiversity with networks of remote sensors

(2016) Robin Steenweg et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Snapshot Serengeti, high-frequency annotated camera trap images of 40 mammalian species in an African savanna

(2015) Alexandra Swanson et al.   Scientific Data