Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks

20 March 2016

Papers citing "Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks"

8 / 8 papers shown

Title
Metadata augmented deep neural networks for wild animal classification Aslak Tøn Ammar Ahmed Ali Shariq Imran Mohib Ullah R. Muhammad Atif Azad 37 0 0 07 Sep 2024
Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation using Deep Learning and 3/4G Camera Traps Paul Fergus C. Chalmers Steven Longmore Serge Wich Carmen Warmenhove J. Swart Thuto Ngongwane A. Burger J. Ledgard E. Meijaard 11 13 0 25 Apr 2023
Automated wildlife image classification: An active learning tool for ecological applications Ludwig Bothmann Lisa Wimmer Omid Charrakh Tobias Weber Hendrik Edelhoff W. Peters Hien Nguyen C. Benjamin A. Menzel VLM 22 21 0 28 Mar 2023
A Learned Simulation Environment to Model Plant Growth in Indoor Farming J. Amacker T. Kleiven M. Grigore P. Albrecht C. Horn 24 1 0 06 Dec 2022
Adapting to Online Label Shift with Provable Guarantees Yong Bai Yu-Jie Zhang Peng Zhao Masashi Sugiyama Zhi-Hua Zhou OOD 27 25 0 05 Jul 2022
The iWildCam 2021 Competition Dataset Sara Beery Arush Agarwal Elijah Cole Vighnesh Birodkar 24 75 0 07 May 2021
How many images do I need? Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring S. Shahinfar P. Meek G. Falzon 19 150 0 16 Oct 2020
Deep Learning Object Detection Methods for Ecological Camera Trap Data Stefan Schneider Graham W. Taylor Stefan C. Kremer ObjD 17 165 0 28 Mar 2018