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The Top 743 Remote Sensing Open Source Projects

Categories > Machine Learning > Remote Sensing
Satellite Image Deep Learning ⭐ 5,045
Deep learning with satellite & aerial imagery
most recent commit 2 days ago
Gdal ⭐ 3,360
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
dependent packages 57total releases 33most recent commit 4 hours ago
Awesome Geospatial ⭐ 2,932
Long list of geospatial tools and resources
most recent commit 8 days ago
Awesome Satellite Imagery Datasets ⭐ 2,806
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
most recent commit 3 months ago
Geemap ⭐ 2,288
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
dependent packages 7total releases 122most recent commit 12 days agopypi geemap} Downloads
Sahi ⭐ 2,022
Platform agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 5total releases 84most recent commit a day agopypi sahi} Downloads
Raster Vision ⭐ 1,659
An open source framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 4most recent commit 21 hours agopypi rastervision-pipeline} Downloads
Torchgeo ⭐ 1,052
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 1total releases 5most recent commit 2 days agopypi torchgeo} Downloads
Awesome Remote Sensing Change Detection ⭐ 918
List of datasets, codes, and contests related to remote sensing change detection
most recent commit 2 days ago
Awesome Earthobservation Code ⭐ 883
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
most recent commit 13 days ago
Earthengine Py Notebooks ⭐ 807
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
most recent commit 2 years ago
Sentinelsat ⭐ 792
Search and download Copernicus Sentinel satellite images
dependent packages 8total releases 40most recent commit 2 months agopypi sentinelsat} Downloads
Whitebox Tools ⭐ 621
An advanced geospatial data analysis platform
most recent commit 23 days ago
Awesome Gee ⭐ 621
A curated list of Google Earth Engine resources
most recent commit 2 months ago
Dota Doai ⭐ 620
This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
most recent commit a month ago
Qgis Earthengine Examples ⭐ 576
A collection of 300+ Python examples for using Google Earth Engine in QGIS
most recent commit a year ago
Custom Scripts ⭐ 539
A repository of custom scripts to be used with Sentinel Hub
most recent commit a day ago
Grass ⭐ 528
GRASS GIS - free and open source Geographic Information System (GIS)
most recent commit 17 hours ago
Gghl ⭐ 487
This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)
most recent commit 10 hours ago
Notebooks ⭐ 477
interactive notebooks from Planet Engineering
most recent commit 16 hours ago
R2cnn_faster Rcnn_tensorflow ⭐ 475
Rotational region detection based on Faster-RCNN.
most recent commit 3 years ago
Coastsat ⭐ 437
Global shoreline mapping tool from satellite imagery
most recent commit 7 days ago
Spectral ⭐ 415
Python module for hyperspectral image processing
dependent packages 3total releases 5most recent commit 4 days ago
Datacube Core ⭐ 398
Open Data Cube analyses continental scale Earth Observation data through time
dependent packages 15total releases 30most recent commit 12 hours agopypi datacube} Downloads
Awesome Spectral Indices ⭐ 394
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
most recent commit 3 days ago
Pyrosar ⭐ 380
framework for large-scale SAR satellite data processing
total releases 24most recent commit 8 days ago
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
total releases 18most recent commit 2 years ago
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.
most recent commit a year ago
Mintpy ⭐ 350
Miami InSAR time-series software in Python
total releases 7most recent commit 5 days ago
Deepnetsforeo ⭐ 342
Deep networks for Earth Observation
most recent commit 3 years ago
Changedetectionrepository ⭐ 333
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.
most recent commit a year ago
Awesome Geospatial Companies ⭐ 327
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
most recent commit 25 days ago
Dea Notebooks ⭐ 326
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and xarray
total releases 25most recent commit 2 days ago
Python Geospatial ⭐ 315
A collection of Python packages for geospatial analysis with binder-ready notebook examples
most recent commit a year ago
Deeplabv3 Tensorflow ⭐ 313
使用deeplab_v3模型对遥感图像进行分割
most recent commit 9 months ago
University1652 Baseline ⭐ 312
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.
most recent commit 2 months ago
Pythonfromspace ⭐ 298
Python Examples for Remote Sensing
most recent commit 5 years ago
Otb ⭐ 293
Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb
most recent commit 9 days ago
Eemont ⭐ 287
A python package that extends Google Earth Engine.
dependent packages 1total releases 16most recent commit 2 days agopypi eemont} Downloads
Sits ⭐ 287
Satellite image time series in R
total releases 11most recent commit a month ago
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
total releases 4most recent commit 2 years ago
Whitebox Python ⭐ 272
WhiteboxTools Python Frontend
dependent packages 7total releases 34most recent commit 2 months agopypi whitebox} Downloads
Getspatialdata ⭐ 266
An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.
most recent commit 2 months ago
Eye In The Sky ⭐ 226
Satellite Image Classification using semantic segmentation methods in deep learning
most recent commit 7 months ago
Instancesegmentation_sentinel2 ⭐ 224
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
most recent commit 3 years ago
Remote Sensing Deep Learning ⭐ 222
most recent commit a year ago
R2cnn Plus Plus_tensorflow ⭐ 220
This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.
most recent commit a year ago
Awesome Dem ⭐ 207
Overview of Digital Elevation Model (DEM) datasets
most recent commit 17 days ago
Rstoolbox ⭐ 196
Remote Sensing Data Analysis in R 🛰
dependent packages 6total releases 17most recent commit 6 months ago
Geospatial Machine Learning ⭐ 196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
most recent commit 4 years ago
Eodag ⭐ 192
Earth Observation Data Access Gateway
dependent packages 4total releases 57most recent commit 8 days agopypi eodag} Downloads
Sarsen ⭐ 186
Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors
most recent commit 9 days ago
Hybridsn ⭐ 179
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
most recent commit 6 months ago
Xarray Sentinel ⭐ 173
Xarray backend to Copernicus Sentinel-1 satellite data products
dependent packages 1total releases 17most recent commit a month agopypi xarray-sentinel} Downloads
Geospatial ⭐ 172
A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.
dependent packages 1total releases 19most recent commit a month agopypi geospatial} Downloads
Delta ⭐ 169
Deep Learning for Satellite Imagery
most recent commit a month ago
Landsat Download ⭐ 167
Automated download of LANDSAT data from USGS website
most recent commit 2 years ago
Changeformer ⭐ 167
Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection
most recent commit a month ago
Open Geo Tutorial ⭐ 158
Tutorial of basic remote sensing and GIS methodologies using open source software (GDAL in Python or R)
most recent commit 3 years ago
Opensartoolkit ⭐ 155
High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.
total releases 7most recent commit 5 months ago
Whiteboxtools Arcgis ⭐ 154
ArcGIS Python Toolbox for WhiteboxTools
most recent commit 7 months ago
Cars ⭐ 154
CARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry.
most recent commit 5 hours ago
Lidar ⭐ 151
A Python package for delineating nested surface depressions from digital elevation data.
total releases 25most recent commit 9 days ago
Eesrgan ⭐ 150
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
most recent commit 7 months ago
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.
most recent commit 2 years ago
Pyrate ⭐ 142
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
total releases 14most recent commit 7 months ago
S2p ⭐ 139
This repository is not maintained, please use https://github.com/centreborelli/s2p instead.
most recent commit a year ago
Paddlers ⭐ 137
Awesome Remote Sensing Toolkit based on PaddlePaddle.
most recent commit 3 months ago
Modistsp ⭐ 137
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
total releases 17most recent commit a month ago
Py6s ⭐ 135
A Python interface to the 6S Radiative Transfer Model
total releases 6most recent commit 3 months ago
Whiteboxr ⭐ 135
WhiteboxTools R Frontend
dependent packages 1total releases 6most recent commit 3 months ago
Otbtf ⭐ 125
Deep learning with otb (mirror of https://gitlab.irstea.fr/remi.cresson/otbtf)
most recent commit 2 days ago
Eoreader ⭐ 125
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
total releases 53most recent commit 20 days ago
Waterdetect ⭐ 125
Water Detect Algorithm
total releases 19most recent commit 4 days ago
Satellite_imagery_analysis ⭐ 123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
most recent commit 5 months ago
A2s2k Resnet ⭐ 123
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
most recent commit a month ago
Geo Deep Learning ⭐ 121
Deep learning applied to georeferenced datasets
most recent commit a day ago
Satellite Imagery Datasets Containing Ships ⭐ 120
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
most recent commit 15 days ago
S2p ⭐ 119
Satellite Stereo Pipeline
most recent commit 2 months ago
Aitlas ⭐ 115
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
most recent commit 22 days ago
Maja ⭐ 114
Level-2A processor used for atmospheric correction and cloud-detection. The active repository is the one below, this one is kept to leave access to the older issues.
most recent commit 10 months ago
Pylandtemp ⭐ 112
Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.
total releases 5most recent commit 3 months ago
Movevis ⭐ 111
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.
most recent commit 2 days ago
Loveda ⭐ 109
[NeurIPS2021 Poster] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
most recent commit 6 months ago
Changedetection ⭐ 105
A framework for change detection using PyTorch
most recent commit a month ago
Spectral ⭐ 100
Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor).
most recent commit 3 days ago
Geoblaze ⭐ 99
Blazing Fast JavaScript Raster Processing Engine
dependent packages 4total releases 42most recent commit 5 months agonpm geoblaze} Downloads
Hydra Floods ⭐ 99
HYDrologic Remote sensing Analysis for Floods Python package
total releases 61most recent commit 6 months ago
Licsbas ⭐ 99
LiCSBAS: InSAR time series analysis package using LiCSAR products
most recent commit a year ago
Pytorch Psetae ⭐ 98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
most recent commit 9 months ago
Hsi Traditional To Deep Models ⭐ 98
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
most recent commit 2 days ago
Up42 Py ⭐ 97
🌎 Python SDK for UP42, the geospatial marketplace and developer platform.
total releases 40most recent commit a day ago
Changestar ⭐ 96
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
most recent commit 5 months ago
Stanet ⭐ 91
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
most recent commit 2 years ago
Gdalcubes_r ⭐ 90
Creating and analyzing Earth observation data cubes in R
dependent packages 2total releases 15most recent commit 7 days ago
Deafrica Sandbox Notebooks ⭐ 89
Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray
total releases 8most recent commit 2 months ago
Callisto Dataset Collection ⭐ 89
A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.
most recent commit a month ago
Rsgislib ⭐ 87
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
most recent commit 7 days ago
Whiteboxgui ⭐ 86
An interactive GUI for WhiteboxTools in a Jupyter-based environment
dependent packages 4total releases 17most recent commit 8 months agopypi whiteboxgui} Downloads
Awesome_satellite_benchmark_datasets ⭐ 86
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
most recent commit 3 months ago
1-100 of 743 projects
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