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pythonfromspace

Python Examples for Remote Sensing

pythonsift

A clean and concise Python implementation of SIFT (Scale-Invariant Feature Transform)

pytseb

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

rbeps

reddyproc

Processing data from micrometeorological Eddy-Covariance systems

remote-sensing-image-classification

深度学习图像分类的入门教程

remote-sensing-image-semantic-segmentation

The project uses Unet-based improved networks to study Remote sensing image semantic segmentation, which is based on keras.

remote-sensing-indices-derivation-tool

Calculate spectral remote sensing indices from satellite imagery

rs-gis

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

scaling

Resampling satellite images using Wavelets and PCA

screentogif

🎬 ScreenToGif allows you to record a selected area of your screen, edit and save it as a gif or video.

semantic-segmentation-of-remote-sensing-images

遥感图像的语义分割，分别使用Deeplab V3+(Xception 和mobilenet V2 backbone)和unet模型，keras+python

semantic-segmentation-of-remote-sensing-images-1

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

sentinel-2_gpp

This is the code repository for the manuscript: "On the potential of Sentinel-2 for estimating Gross Primary Production" for further details see: https://ieeexplore.ieee.org/document/9715117

sentinel-fusion

Fusing data from the ESA Copernicus Programme's Sentinel missions.

sentinel2_crop_traits

Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)

siac_gee

SIAC GEE version

sift

A visualization application for satellite imagery

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

smogn

Synthetic Minority Over-Sampling Technique for Regression

sphom-from-tstab

Code associated with the paper on spatial homogeneity from temporal stability by G. Duveiller et al. in RSE

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

tensorflow-exercise

tf.keras-commonly-used-models

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.0下运行。

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

whitebox-geospatial-analysis-tools

An open-source GIS and remote sensing package

wzu-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow