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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
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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