Performance comparison of object detectors in detecting wildlife animals in camera-trap images vis-a-vis their performance on MS COCO

Manual analysis of large amount of wildlife image data collected through camera-trapping is time consuming, expensive, prone to errors and bias, and laborious. It also constrains geographical area, size and duration of wildlife studies, and delays decision making. Recent advancements in deep learnin...

Full description

Bibliographic Details
Main Authors: Frank G. Kilima, Shubi Kaijage, Edith Luhanga, Colin Torney
Format: Article
Language:English
Published: International Academy of Ecology and Environmental Sciences 2024-03-01
Series:Computational Ecology and Software
Subjects:
Online Access:http://www.iaees.org/publications/journals/ces/articles/2024-14(1)/object-detectors-in-detecting-wildlife-animals.pdf