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The Top 544 Remote Sensing Open Source Projects on Github

Categories > Machine Learning > Remote Sensing
Awesome Satellite Imagery Datasets ⭐ 2,345
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Satellite Image Deep Learning ⭐ 2,021
Resources for deep learning with satellite & aerial imagery
Geemap ⭐ 1,531
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
Raster Vision ⭐ 1,406
An open source framework for deep learning on satellite and aerial imagery.
Earthengine Py Notebooks ⭐ 807
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
Sentinelsat ⭐ 693
Search and download Copernicus Sentinel satellite images
Qgis Earthengine Examples ⭐ 576
A collection of 300+ Python examples for using Google Earth Engine in QGIS
Awesome Remote Sensing Change Detection ⭐ 557
List of datasets, codes, and contests related to remote sensing change detection
Dota Doai ⭐ 495
This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
Whitebox Tools ⭐ 494
An advanced geospatial data analysis platform
R2cnn_faster Rcnn_tensorflow ⭐ 475
Rotational region detection based on Faster-RCNN.
Custom Scripts ⭐ 429
A repository of custom scripts to be used with Sentinel Hub
Awesome Gee ⭐ 423
A curated list of Google Earth Engine resources
Notebooks ⭐ 391
interactive notebooks from Planet Engineering
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
Change Detection Review ⭐ 352
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 ⭐ 347
Open Data Cube analyses continental scale Earth Observation data through time
Deepnetsforeo ⭐ 342
Deep networks for Earth Observation
Spectral ⭐ 335
Python module for hyperspectral image processing
Pyrosar ⭐ 328
framework for large-scale SAR satellite data processing
Python Geospatial ⭐ 315
A collection of Python packages for geospatial analysis with binder-ready notebook examples
Coastsat ⭐ 307
Global shoreline mapping tool from satellite imagery
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Otb ⭐ 282
Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb
University1652 Baseline ⭐ 281
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.
Deeplabv3 Tensorflow ⭐ 276
使用deeplab_v3模型对遥感图像进行分割
Mintpy ⭐ 267
Miami InSAR time-series software in Python
Changedetectionrepository ⭐ 258
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.
Awesome Geospatial Companies ⭐ 246
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
Getspatialdata ⭐ 233
An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.
Instancesegmentation_sentinel2 ⭐ 224
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Dea Notebooks ⭐ 223
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and xarray
Remote Sensing Deep Learning ⭐ 222
R2cnn Plus Plus_tensorflow ⭐ 220
This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.
Whitebox Python ⭐ 220
WhiteboxTools Python Frontend
Sits ⭐ 213
Satellite image time series in R
Geospatial Machine Learning ⭐ 196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
Eye In The Sky ⭐ 185
Satellite Image Classification using semantic segmentation methods in deep learning
Landsat Download ⭐ 167
Automated download of LANDSAT data from USGS website
Awesome Spectral Indices ⭐ 166
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Eemont ⭐ 158
A python package that extends Google Earth Engine.
Angular5 Iot Dashboard ⭐ 147
Multipurpose dashboard admin for IoT softwares, remote control, user interface. Develop your client dashboards in Angular 5 with vast variety of components available.
S2p ⭐ 139
This repository is not maintained, please use https://github.com/centreborelli/s2p instead.
Delta ⭐ 131
Deep Learning for Satellite Imagery
Pyrate ⭐ 130
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
Hybridsn ⭐ 129
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
Py6s ⭐ 126
A Python interface to the 6S Radiative Transfer Model
Modistsp ⭐ 126
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
Eesrgan ⭐ 121
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
Eodag ⭐ 120
Earth Observation Data Access Gateway
Whiteboxr ⭐ 115
WhiteboxTools R Frontend
Geetools Code Editor ⭐ 114
A set of tools to use in Google Earth Engine Code Editor (JavaScript)
Maja ⭐ 113
Level-2A processor used for atmospheric correction and cloud-detection.
Lidar ⭐ 109
A Python package for delineating nested surface depressions from digital elevation data.
Otbtf ⭐ 109
Deep learning with otb (mirror of https://gitlab.irstea.fr/remi.cresson/otbtf)
Whiteboxtools Arcgis ⭐ 106
ArcGIS Python Toolbox for WhiteboxTools
Geo Deep Learning ⭐ 106
Deep learning applied to georeferenced datasets
Licsbas ⭐ 99
LiCSBAS: InSAR time series analysis package using LiCSAR products
Stanet ⭐ 91
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
Cars ⭐ 91
CARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry. This Multiview stereo pipeline is intended for massive DSM production with a robust and performant design. CARS means Chaîne Automatique de Restitution Stéréoscopique in french.
A2s2k Resnet ⭐ 86
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
S2p ⭐ 86
Satellite Stereo Pipeline
High Resolution Remote Sensing Semantic Segmentation Pytorch ⭐ 84
PyTorch实现高分遥感语义分割（地物分类）
Pytorch Psetae ⭐ 83
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
Movevis ⭐ 79
An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations.
Crc4docker ⭐ 78
Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"
Geoblaze ⭐ 77
Blazing Fast JavaScript Raster Processing Engine
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
Whiteboxgui ⭐ 77
An interactive GUI for WhiteboxTools in a Jupyter-based environment
Hydra Floods ⭐ 75
HYDrologic Remote sensing Analysis for Floods Python package
Landsatxplore ⭐ 74
Search and download Landsat scenes from EarthExplorer.
Classification Of Hyperspectral Image ⭐ 73
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Peps_download ⭐ 72
Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr
Loveda ⭐ 66
[NeurIPS2021 Poster] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
Marta Gan ⭐ 66
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
Up42 Py ⭐ 64
🌎 Python SDK for UP42, the geospatial marketplace and developer platform.
Geebap ⭐ 64
Best Available Pixel (BAP) composite in Google Earth Engine (GEE) using the Python API
Ee Runner ⭐ 60
Command-line runner for Google Earth Engine Playground scripts
Changedetection ⭐ 60
A framework for change detection using PyTorch
Opensource_obia_processing_chain ⭐ 60
An open-source semi-automated processing chain for urban OBIA classification.
Trends.earth ⭐ 59
trends.earth - measure land change
Detectree ⭐ 59
Tree detection from aerial imagery in Python
Changedetectiontoolbox ⭐ 59
MATLAB Toolbox for Remote Sensing Change Detection
Fdssc ⭐ 57
A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(FDSSC)
Changestar ⭐ 56
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
Programming For Gis And Rs ⭐ 53
Materials for the Intro to Programming for GIS and Remote Sensing Course that I teach at Saint Louis University. They include the updates I made for the spring 2020 and fall 2020 semesters.
Manjaro Linux ⭐ 53
Shell scripts for setting up Manjaro Linux for Python programming and deep learning
Digital Elevation Model ⭐ 52
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。
Yatsm ⭐ 51
Yet Another Time Series Model
Freenet ⭐ 51
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
Get_modis ⭐ 50
Downloading MODIS data from the USGS repository
Emissions Api ⭐ 50
Web API to easily access satellite-based emission data
Deepwatermap ⭐ 49
a deep model that segments water on multispectral images
Piradar ⭐ 49
Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing
Pytesmo ⭐ 48
python Toolbox for the Evaluation of Soil Moisture Observations
Start_maja ⭐ 48
To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
Tomography_tutorial ⭐ 48
A tutorial for Synthetic Aperture Radar Tomography
Land Cover To Land Use Classification ⭐ 47
Satellite image processing pipeline to classify land-cover and land-use
Pycrop Yield Prediction ⭐ 46
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
Rsgislib ⭐ 46
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
1-100 of 544 projects

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Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
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Code Quality 📦 28
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Community 📦 81
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Configuration Management 📦 39
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Frameworks 📦 198
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Lists Of Projects 📦 21
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Software Quality 📦 127
Text Editors 📦 45
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User Interface 📦 310
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Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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