Deep Learning Models for Waterfowl Detection and Classification in Aerial Images

Deep Learning Models for Waterfowl Detection and Classification in Aerial Images

Waterfowl populations monitoring is essential for wetland conservation. Lately, deep learning techniques have shown promising advancements in detecting waterfowl in aerial images. In this paper, we present performance evaluation of several popular supervised and semi-supervised deep learning models...

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Bibliographic Details
Main Authors: Yang Zhang, Yuan Feng, Shiqi Wang, Zhicheng Tang, Zhenduo Zhai, Reid Viegut, Lisa Webb, Andrew Raedeke, Yi Shang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Information
Subjects:
aerial images
waterfowl detection
waterfowl classification
deep learning
computer vision
Online Access:https://www.mdpi.com/2078-2489/15/3/157

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