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81 search results found

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Awesome Geospatial ⭐ 3,703

Long list of geospatial tools and resources

Awesome Satellite Imagery Datasets ⭐ 3,381

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

Torchgeo ⭐ 2,067

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Awesome Earthobservation Code ⭐ 936

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

GRASS GIS - free and open-source geospatial processing engine

Custom Scripts ⭐ 629

A repository of custom scripts to be used with Sentinel Hub

Awesome Geospatial Companies ⭐ 576

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

Pyrosar ⭐ 449

framework for large-scale SAR satellite data processing

Satellite image time series in R

Dea Notebooks ⭐ 399

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Datasets ⭐ 367

Datasets for deep learning with satellite & aerial imagery

Instancesegmentation_sentinel2 ⭐ 300

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

Earth Observation Data Access Gateway

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

Eoreader ⭐ 240

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

Awesome_satellite_benchmark_datasets ⭐ 231

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

Xarray Sentinel ⭐ 210

Xarray backend to Copernicus Sentinel-1 satellite data products

Awesome Dem ⭐ 207

Overview of Digital Elevation Model (DEM) datasets

Worldstrat ⭐ 197

The WorldStrat Dataset

Opensartoolkit ⭐ 192

High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.

Snap Engine ⭐ 175

ESA Earth Observation Toolbox and Java Development Platform

Landsatxplore ⭐ 168

Search and download Landsat scenes from EarthExplorer.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Deafrica Sandbox Notebooks ⭐ 145

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

Up42 Py ⭐ 131

🌎 Python SDK for UP42, the geospatial marketplace and developer platform.

Rsgislib ⭐ 130

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

Snap Desktop ⭐ 129

Desktop GUI for SNAP based on NetBeans Platform

Pylandtemp ⭐ 119

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

Openeo Python Client ⭐ 118

Python client API for OpenEO

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.

Awesome Vision Language Models For Earth Observation ⭐ 105

A curated list of awesome vision and language resources for earth observation.

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Pytorch Psetae ⭐ 98

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Starfm4py ⭐ 88

The STARFM fusion model for Python

Earth Observation Data Analysis Library

Scikit Eo ⭐ 83

A Python package for Remote Sensing Data Analysis

🛰️ List of earth observation companies and job sites

Tomography_tutorial ⭐ 81

A tutorial for Synthetic Aperture Radar Tomography

Turkey Earthquake 2023 Geodata ⭐ 77

6 Şubat depremi ile ilgili uydu, mekansal verileri ve raporların derlendiği sayfadır.

Peps_download ⭐ 72

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

Search, composite, and download Google Earth Engine imagery.

Deck.gl Raster ⭐ 61

deck.gl layers and WebGL modules for client-side satellite imagery analysis

Easystac ⭐ 54

A Python package for simple STAC queries

Get_modis ⭐ 53

Downloading MODIS data from the USGS repository

Geodataflow ⭐ 52

Geoprocessing framework for geographical & Earth Observation (EO) data

Wildfire Forecasting ⭐ 49

Forecasting wildfire danger using deep learning.

Start_maja ⭐ 48

To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor

Dea Coastlines ⭐ 47

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale

Sen2nbar ⭐ 37

Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python

Unmixing ⭐ 37

Interactive tools for spectral mixture analysis of multispectral raster data in Python

Geospatial Cosicorr3d ⭐ 37

Tools and libraries for processing satellite images (push-broom, frame and push-frame), including rigorous sensor model (RSM) refinement, rational function model (RFM) refinement, orthorectification, sub-pixel image correlation, and 3D surface displacement extraction.

Eoxserver ⭐ 36

EOxServer is a Python application and framework for presenting Earth Observation (EO) data and metadata.

Downscale Satellitelst ⭐ 35

A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.

Cdsetool ⭐ 34

Download data from the Copernicus Data Space Ecosystem (CDSE)

Eodal_notebooks ⭐ 34

Sample Jupyter notebooks for EOdal

Eo Data Visualisation ⭐ 30

Repository containing presentations made during the Copernicus Earth Observation Data Visualisation workshop series (16 May to 20 June 2023), including links to the resulting best practice guide.

Pylandsat ⭐ 28

Search, download, and preprocess Landsat imagery 🛰️

Ssltransformerrs ⭐ 26

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision workshop - Best Student Paper Award

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

Eo Climate Hazard Analysis App ⭐ 24

A Google Earth Engine API (interactive dashboard) for satellite-based global climate hazard analysis (urban heat, landcover changes, etc). Project under World Bank Group. ⬇️ ⬇️

Spacelidar.jl ⭐ 22

A Julia package for working with ICESat-2 & GEDI data as part of my PhD research

S5p Tools ⭐ 20

Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission

Dfc2020_baseline ⭐ 20

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Sarprocessing.jl ⭐ 18

Awesome Asi ⭐ 17

A curated list of Awesome Spectral Indices (ASI) resources

ODEON stands for Object Delineation on Earth Observations with Neural network. It is an agnostic framework for deep learning applied to GIS industry

Eodag Labextension ⭐ 15

Jupyterlab extension for EODAG search

Landsatlinks ⭐ 13

A simple CLI interface to generate urls for Landsat Collection 2 Level 1 product bundles and download them

Hrplanesv2 Data Set ⭐ 10

This repo contains the details of the HRPlanesv2, a high-resolution satellite imagery dataset for aircraft detection, as well as the benchmark results of experiments using YOLOv4, YOLOv5, and YOLOv8, along with the associated weight files.

Framework for the analysis of n-dimensional, multivariate Earth Observation data

Making Deep Learning for Earth Observation more easy

Learn Olci ⭐ 9

Repository of WEkEO Jupyter Notebooks for learning about the Sentinel-3 OLCI sensor for marine applications

Wekeo4oceans ⭐ 9

Repository of WEkEO Jupyter Notebooks for learning about EUMETSAT Copernicus satellite data for marine applications. This code is a partial mirror of the repositories on https://gitlab.eumetsat.int/eumetlab/oceans/ocean-

Pycoxmunk ⭐ 8

Python package for estimating sea surface reflectance.

A Python framework to evaluate geospatial datasets by comparing candidate and benchmark maps to compute agreement maps and statistics.

Polar Eo Database ⭐ 6

Polar Earth Observation Database of satellite sensors

Floating Marine Debris Data ⭐ 6

This repository contains data from Sentinel-2 imagery on floating marine debris, with annotations for six debris classes, including plastic, driftwood, seaweed, pumice, sea snot, and sea foam.

Planetscope_preprocessing ⭐ 6

Notebooks for preprocessing and analysis of Planetscope 4 band data/imagery, using Python packages as rasterio and fiona.

Remote sensing elevation (3D) change detection with deep learning

Search and download ERS-1, ERS-2, and Envisat products.

Mosaicking ⭐ 5

🌏 Jupyter notebook to create mosaics using Pleaides/SPOT imagery with UP42.

Brdf_modelling ⭐ 5

BRDF modelling using linear kernel models

Landsat Sentinel Fusion ⭐ 5

Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa

Related Searches

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