Detection of Invasive Species in Wetlands: Practical DL with Heavily Imbalanced Data

Deep Learning (DL) has become popular due to its ease of use and accuracy, with Transfer Learning (TL) effectively reducing the number of images needed to solve environmental problems. However, this approach has some limitations which we set out to explore: Our goal is to detect the presence of an i...

Popoln opis

Bibliografske podrobnosti

Principais autores:	Mariano Cabezas, Sarah Kentsch, Luca Tomhave, Jens Gross, Maximo Larry Lopez Caceres, Yago Diez
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2020-10-01
Serija:	Remote Sensing
Teme:	unmanned aerial vehicles (UAV)-acquired images unbalanced data transfer learning deep learning data analysis
Online dostop:	https://www.mdpi.com/2072-4292/12/20/3431
Oznake:	Označite Brez oznak, prvi označite!