Top 153 remote-sensing open source projects

Global shoreline mapping tool from satellite imagery

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.

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

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

Miami InSAR time-series software in Python

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

WhiteboxTools Python Frontend

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

Satellite Image Classification using semantic segmentation methods in deep learning

Automated download of LANDSAT data from USGS website

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

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

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

Satellite Stereo Pipeline

A Python interface to the 6S Radiative Transfer Model

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

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

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

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

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

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

LiCSBAS: InSAR time series analysis package using LiCSAR products

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

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

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

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。

Command-line runner for Google Earth Engine Playground scripts

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

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

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

python Toolbox for the Evaluation of Soil Moisture Observations

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

generate masks from Landsat and MODIS land product QA band

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

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

Mapping wetland hydrological dynamics using Google Earth Engine (GEE)

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

Search and download Copernicus Sentinel satellite images

Rotational region detection based on Faster-RCNN.

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

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

Deep networks for Earth Observation

Data Preparation for Satellite Machine Learning

An advanced geospatial data analysis platform

interactive notebooks from Planet Engineering

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

A repository of custom scripts to be used with Sentinel Hub

A curated list of Google Earth Engine resources

Python module for hyperspectral image processing

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

Open Data Cube analyses continental scale Earth Observation data through time

framework for large-scale SAR satellite data processing

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

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

Python package for downloading ECMWF reanalysis data and converting it into a time series format.

GeoWombat: Utilities for geospatial data

🔍 🌐Query and Order Landsat Surface Reflectance data via ESPA

Detect container ships in Planet imagery using machine learning

Blazing Fast JavaScript Raster Processing Engine