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Resnet 18 Finetuned Eurosat
基于ResNet-18架构在EuroSAT数据集上微调的图像分类模型
Downloads 14
Release Time : 7/5/2022
Model Overview
该模型是基于Microsoft ResNet-18架构在EuroSAT遥感图像数据集上微调的版本，主要用于土地覆盖分类任务。
Model Features
轻量级架构
采用ResNet-18架构，相比更深层的ResNet模型具有更小的参数量和计算需求
遥感图像分类
专门针对EuroSAT遥感图像数据集进行优化
迁移学习
基于预训练的ResNet-18模型进行微调，充分利用预训练特征
Model Capabilities
卫星图像分类
土地覆盖识别
遥感图像分析
Use Cases
环境监测
土地利用分类
识别卫星图像中的不同土地类型
农业应用
农作物监测
通过卫星图像分析农作物分布
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