The Top 69 Remote Sensing Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

remote-sensing x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 69 Remote Sensing Open Source Projects

Categories > Machine Learning > Remote Sensing

Awesome Satellite Imagery Datasets ⭐ 2,204

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Satellite Image Deep Learning ⭐ 1,412

Resources for deep learning with satellite & aerial imagery

Raster Vision ⭐ 1,345

An open source framework for deep learning on satellite and aerial imagery.

Geemap ⭐ 1,286

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

Earthengine Py Notebooks ⭐ 889

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

Sentinelsat ⭐ 637

Search and download Copernicus Sentinel satellite images

R2cnn_faster Rcnn_tensorflow ⭐ 557

Rotational region detection based on Faster-RCNN.

Qgis Earthengine Examples ⭐ 537

A collection of 300+ Python examples for using Google Earth Engine in QGIS

Awesome Remote Sensing Change Detection ⭐ 517

List of datasets, codes, and contests related to remote sensing change detection

Whitebox Tools ⭐ 440

An advanced geospatial data analysis platform

Deepnetsforeo ⭐ 413

Deep networks for Earth Observation

Label Maker ⭐ 397

Data Preparation for Satellite Machine Learning

Dota Doai ⭐ 395

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

Awesome Gee ⭐ 387

A curated list of Google Earth Engine resources

Custom Scripts ⭐ 384

A repository of custom scripts to be used with Sentinel Hub

Notebooks ⭐ 370

interactive notebooks from Planet Engineering

Change Detection Review ⭐ 350

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Datacube Core ⭐ 326

Open Data Cube analyses continental scale Earth Observation data through time

Geospatial Machine Learning ⭐ 325

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Spectral ⭐ 320

Python module for hyperspectral image processing

Torchsat ⭐ 307

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Pyrosar ⭐ 301

framework for large-scale SAR satellite data processing

Coastsat ⭐ 292

Global shoreline mapping tool from satellite imagery

Deeplabv3 Tensorflow ⭐ 281

使用deeplab_v3模型对遥感图像进行分割

Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb

University1652 Baseline ⭐ 269

ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.

Python Geospatial ⭐ 259

A collection of Python packages for geospatial analysis with binder-ready notebook examples

Getspatialdata ⭐ 233

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

Miami InSAR time-series software in Python

Instancesegmentation_sentinel2 ⭐ 224

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

Changedetectionrepository ⭐ 223

This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.

Remote Sensing Deep Learning ⭐ 220

Awesome Geospatial Companies ⭐ 214

🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

Whitebox Python ⭐ 201

WhiteboxTools Python Frontend

Eye In The Sky ⭐ 198

Satellite Image Classification using semantic segmentation methods in deep learning

Landsat Download ⭐ 179

Automated download of LANDSAT data from USGS website

Geetools Code Editor ⭐ 175

A set of tools to use in Google Earth Engine Code Editor (JavaScript)

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

High Resolution Remote Sensing Semantic Segmentation Pytorch ⭐ 162

PyTorch实现高分遥感语义分割（地物分类）

Angular5 Iot Dashboard ⭐ 152

Multipurpose dashboard admin for IoT softwares, remote control, user interface. Develop your client dashboards in Angular 5 with vast variety of components available.

This repository is not maintained, please use https://github.com/centreborelli/s2p instead.

Hybridsn ⭐ 136

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

Modistsp ⭐ 124

An "R" package for automatic download and preprocessing of MODIS Land Products Time Series

A Python interface to the 6S Radiative Transfer Model

A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.

Eesrgan ⭐ 109

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

Classification Of Hyperspectral Image ⭐ 103

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

Whiteboxtools Arcgis ⭐ 102

ArcGIS Python Toolbox for WhiteboxTools

Geo Deep Learning ⭐ 101

Deep learning applied to georeferenced datasets

A Python package for delineating nested surface depressions from digital elevation data.

LiCSBAS: InSAR time series analysis package using LiCSAR products

Marta Gan ⭐ 78

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

Peps_download ⭐ 76

Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr

Satellite Stereo Pipeline

Pycrop Yield Prediction ⭐ 73

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

A2s2k Resnet ⭐ 70

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Digital Elevation Model ⭐ 69

To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。

Detectree ⭐ 64

Tree detection from aerial imagery in Python

Ee Runner ⭐ 60

Command-line runner for Google Earth Engine Playground scripts

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624

Building Detection Maskrcnn ⭐ 50

Building detection from the SpaceNet dataset by using Mask RCNN.

python Toolbox for the Evaluation of Soil Moisture Observations

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

Official implementation for DMNet: Density map guided object detection in aerial image (CVPR 2020 EarthVision workshop)

Phenofit ⭐ 37

R package: A state-of-the-art Vegetation Phenology extraction package, phenofit

Pymasker ⭐ 36

generate masks from Landsat and MODIS land product QA band

Python&GAMMA based interfermetry toolbox for single or time-series of InSAR data processing.

Wetland Hydro Gee ⭐ 28

Mapping wetland hydrological dynamics using Google Earth Engine (GEE)

Googleearthengine Side Projects ⭐ 18

Google Earth Engine side projects and tutorial scripts

1-69 of 69 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210