Awesome Open Source
Awesome Open Source
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remote-sensing x
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The Top 57 Remote Sensing Open Source Projects

Categories > Machine Learning > Remote Sensing
Awesome Satellite Imagery Datasets ⭐ 2,007
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Raster Vision ⭐ 1,271
An open source framework for deep learning on satellite and aerial imagery.
Geemap ⭐ 1,063
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium
Earthengine Py Notebooks ⭐ 831
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
Sentinelsat ⭐ 586
Search and download Copernicus Sentinel satellite images
R2cnn_faster Rcnn_tensorflow ⭐ 552
Rotational region detection based on Faster-RCNN.
Qgis Earthengine Examples ⭐ 497
A collection of 300+ Python examples for using Google Earth Engine in QGIS
Awesome Remote Sensing Change Detection ⭐ 435
List of datasets, codes, and contests related to remote sensing change detection
Deepnetsforeo ⭐ 398
Deep networks for Earth Observation
Label Maker ⭐ 382
Data Preparation for Satellite Machine Learning
Whitebox Tools ⭐ 371
An advanced geospatial data analysis platform
Notebooks ⭐ 344
interactive notebooks from Planet Engineering
Custom Scripts ⭐ 342
A repository of custom scripts to be used with Sentinel Hub
Dota Doai ⭐ 338
This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
Awesome Gee ⭐ 313
A curated list of Google Earth Engine resources
Spectral ⭐ 295
Python module for hyperspectral image processing
Geospatial Machine Learning ⭐ 293
A curated list of resources focused on Machine Learning in Geospatial Data Science.
Datacube Core ⭐ 291
Open Data Cube analyses continental scale Earth Observation data through time
Pyrosar ⭐ 284
framework for large-scale SAR satellite data processing
Change Detection Review ⭐ 275
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.
Deeplabv3 Tensorflow ⭐ 274
使用deeplab_v3模型对遥感图像进行分割
Torchsat ⭐ 271
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Otb ⭐ 270
Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb
Coastsat ⭐ 259
Global shoreline mapping tool from satellite imagery
University1652 Baseline ⭐ 250
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.
Getspatialdata ⭐ 228
An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.
Python Geospatial ⭐ 223
A collection of Python packages for geospatial analysis with binder-ready notebook examples
Instancesegmentation_sentinel2 ⭐ 212
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Mintpy ⭐ 203
Miami InSAR time-series software in Python
Whitebox Python ⭐ 190
WhiteboxTools Python Frontend
Awesome Geospatial Companies ⭐ 190
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
Eye In The Sky ⭐ 189
Satellite Image Classification using semantic segmentation methods in deep learning
Landsat Download ⭐ 176
Automated download of LANDSAT data from USGS website
Geetools Code Editor ⭐ 160
A set of tools to use in Google Earth Engine Code Editor (JavaScript)
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.
High Resolution Remote Sensing Semantic Segmentation Pytorch ⭐ 138
PyTorch实现高分遥感语义分割（地物分类）
S2p ⭐ 136
Satellite Stereo Pipeline
Stanet ⭐ 127
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
Py6s ⭐ 119
A Python interface to the 6S Radiative Transfer Model
Modistsp ⭐ 119
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
Pyrate ⭐ 109
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
Classification Of Hyperspectral Image ⭐ 99
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Lidar ⭐ 88
A Python package for delineating nested surface depressions from digital elevation data.
Licsbas ⭐ 78
LiCSBAS: InSAR time series analysis package using LiCSAR products
Marta Gan ⭐ 76
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
Peps_download ⭐ 73
Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr
Pycrop Yield Prediction ⭐ 69
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
Digital Elevation Model ⭐ 65
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。
Ee Runner ⭐ 59
Command-line runner for Google Earth Engine Playground scripts
Ssun ⭐ 44
Spectral-Spatial Unified Networks for Hyperspectral Image Classification
Freenet ⭐ 43
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
Dmnet ⭐ 40
Official implementation for DMNet: Density map guided object detection in aerial image (CVPR 2020 EarthVision workshop)
Pytesmo ⭐ 33
python Toolbox for the Evaluation of Soil Moisture Observations
Pymasker ⭐ 31
generate masks from Landsat and MODIS land product QA band
Pyint ⭐ 31
Python&GAMMA based interfermetry toolbox for single or time-series of InSAR data processing.
Phenofit ⭐ 31
R package: A state-of-the-art Vegetation Phenology extraction package, phenofit
Wetland Hydro Gee ⭐ 22
Mapping wetland hydrological dynamics using Google Earth Engine (GEE)
1-57 of 57 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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