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Research on Lightweight Disaster Classification Based on High-Resolution Remote Sensing Images

With the increasing frequency of natural disasters becoming, it is very important to classify and identify disasters. We propose a lightweight disaster classification model, which has lower computation and parameter quantities and a higher accuracy than other classification models. For this purpose,...

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Uloženo v:
Hlavní autoři: Jianye Yuan, Xin Ma, Ge Han, Song Li, Wei Gong
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2022-05-01
Edice:Remote Sensing
Témata:
disaster classification
attention mechanism
depth separable
calculation amount
parameter amount
Grad-CAM
On-line přístup:https://www.mdpi.com/2072-4292/14/11/2577
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