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downscaledl (version 1.0)

Downscale of RS Images using Deep Learning

Description

Downscaling the coarse-resolution remote sensing images into fined-resolution images is important for preprocessing. This package provides the functions for this with high accuracy. Currently, the resautonet is used as the deep learning algorithm for downscaling. This work was done based on this paper, Lianfa Li (2019) .

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Version

Install

install.packages('downscaledl')

Monthly Downloads

24

Version

1.0

License

GPL

Maintainer

Lianfa Li

Last Published

October 24th, 2019

Functions in downscaledl (1.0)

keras_r2

keras_r2
rmse

rmse
AutoEncoderModel

AutoEncoderModel
rSquared

rSquared
r2_squ

r2_squ
downscaledl-package

downscaledl
ResautoDownscale

ResautoDownscale
hiddenBlock

hiddenBlock
RcppArmadillo-Functions

Set operation of functions in RcppArmadillo package