UAS-Based Real-Time Detection of Red-Cockaded Woodpecker Cavities in Heterogeneous Landscapes Using YOLO Object Detection Algorithms

UAS-Based Real-Time Detection of Red-Cockaded Woodpecker Cavities in Heterogeneous Landscapes Using YOLO Object Detection Algorithms

In recent years, deep learning-based approaches have proliferated across a variety of ecological studies. Inspired by deep learning’s emerging prominence as the preferred tool for analyzing wildlife image datasets, this study employed You Only Look Once (YOLO), a single-shot, real-time object detect...

Full description

Bibliographic Details
Main Authors: Brett Lawrence, Emerson de Lemmus, Hyuk Cho
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Remote Sensing
Subjects:
wildlife management
Red-cockaded Woodpecker
deep learning
computer vision
YOLO
tiling
Online Access:https://www.mdpi.com/2072-4292/15/4/883

Internet

https://www.mdpi.com/2072-4292/15/4/883

Similar Items