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A toolkit for remote sensing machine learning classification based on scikit-learn

Project description

遥感影像机器学习工具包

安装

可以使用pip进行安装:

pip install remotesense-learn

本程序依赖的包有scikit-learnnumpyrasterio等。

使用

读取数据

from rslearn import  ImageFrame
img=ImageFrame.read("example_data/bhtmref.img")

保存栅格文件

聚类分析

监督分类

数据处理

数据标准化

图像滤波

可视化

波段预览

波段直方图

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