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350 search results found

Techniques ⭐ 7,795

Techniques for deep learning with satellite & aerial imagery

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

Felicette ⭐ 1,751

Satellite imagery for dummies.

Robosat ⭐ 1,639

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Eo Learn ⭐ 1,064

Earth observation processing framework for machine learning in Python

Awesome Earthobservation Code ⭐ 936

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

Sentinelsat ⭐ 930

Search and download Copernicus Sentinel satellite images

Awesome Spectral Indices ⭐ 764

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

Sentinelhub Py ⭐ 753

Download and process satellite imagery in Python using Sentinel Hub services.

Stac Spec ⭐ 685

SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable

Worldview ⭐ 665

Interactive interface for browsing global, full-resolution satellite imagery

Landsat Util ⭐ 617

A utility to search, download and process Landsat 8 satellite imagery

Coastsat ⭐ 592

Global shoreline mapping tool from satellite imagery

Notebooks ⭐ 567

interactive notebooks from Planet Engineering

Awesome Sentinel ⭐ 528

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Geospatial Data Catalogs ⭐ 481

A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index

Look4sat ⭐ 455

Open-source satellite tracker and pass predictor for Android, inspired by Gpredict

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

A python package that extends Google Earth Engine.

Datasets ⭐ 367

Datasets for deep learning with satellite & aerial imagery

Open Solution Mapping Challenge ⭐ 363

Open solution to the Mapping Challenge 🌎

Label Maker ⭐ 358

Data Preparation for Satellite Machine Learning

Satellite Imagery Datasets Containing Ships ⭐ 340

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

Changeformer ⭐ 335

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

Predicting Poverty ⭐ 325

Combining satellite imagery and machine learning to predict poverty

Instancesegmentation_sentinel2 ⭐ 300

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

Pythonfromspace ⭐ 298

Python Examples for Remote Sensing

Torchsat ⭐ 285

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

Spaceeye ⭐ 282

Live geostationary weather satellite imagery for your desktop background

Earth Observation Data Access Gateway

Core OSSIM (Open Source Software Image Map) package including C++ code for OSSIM library, command-line applications, tests, and build system

Aws Open Data Geo ⭐ 270

A list of open geospatial datasets on AWS

Live Earth Wallpapers ⭐ 269

A collection of all earth related space Images in one script to set as your Desktop background.

Highres Net ⭐ 269

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.

Localtileserver ⭐ 264

🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium

Global Forest Watch: An online, global, near-real time forest monitoring tool

R2cloud ⭐ 247

Decode satellite signals on Raspberry PI or any other 64-bit CPU.

Georaster Layer For Leaflet ⭐ 245

Display GeoTIFFs and soon other types of raster on your Leaflet Map

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.

Python Resources For Earth Sciences ⭐ 231

A Curated List of Python Resources for Earth Sciences

Awesome_satellite_benchmark_datasets ⭐ 231

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

Remote Sensing Deep Learning ⭐ 222

Xarray Sentinel ⭐ 210

Xarray backend to Copernicus Sentinel-1 satellite data products

Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.

Waternet ⭐ 202

A convolutional neural network that identifies water in satellite images.

Worldstrat ⭐ 197

The WorldStrat Dataset

Aerialbot ⭐ 197

A simple yet highly configurable Mastodon/Twitter bot that posts geotagged aerial imagery of a random location in the world.

Geospatial Machine Learning ⭐ 196

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

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Eesrgan ⭐ 191

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

Maxar Open Data ⭐ 186

The Maxar Open Data STAC Catalog in CSV, GeoJSON, and MosaicJSON formats

Skynet Train ⭐ 185

Training and test the SegNet neural network on satellite imagery

Satellite Stereo Pipeline

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

Spyndex ⭐ 174

Awesome Spectral Indices in Python.

Deep Learning for Satellite Imagery

Satpaper ⭐ 159

Display near-real-time satellite imagery on your desktop.

Geoblaze ⭐ 156

Blazing Fast JavaScript Raster Processing Engine

Goes2go ⭐ 149

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

Kaggle_dstl_submission ⭐ 146

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

Modistsp ⭐ 146

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

Callisto Dataset Collection ⭐ 142

A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.

Spacenet_building_detection ⭐ 140

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

This repository is not maintained, please use https://github.com/centreborelli/s2p instead.

Geolocation Osint ⭐ 137

Improve you Geolocation skills, with this ilist of resources.

Danesfield ⭐ 136

Kitware's system for 3D building reconstruction for the IARPA CORE3D program

Road network extraction from satellite imagery, with speed and travel time estimates

Skeyenet ⭐ 127

Road and Building Segmentation in Satellite Imagery

Satellite_imagery_python ⭐ 126

Sample sample scripts and notebooks on processing satellite imagery

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

Satellite_imagery_analysis ⭐ 123

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

Gdalcubes ⭐ 118

Creating and analyzing Earth observation data cubes in R

Ml4a Invisible Cities ⭐ 116

Nasa Earth Data ⭐ 115

A comprehensive list of NASA Earth science data products

Satellite Image Object Detection ⭐ 107

YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).

Awesome Forensicstools ⭐ 107

Awesome list of digital forensic tools

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

Dsen2 Cr ⭐ 101

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

Satellitecloudgenerator ⭐ 97

A PyTorch-based tool to generate clouds for satellite images.

Geotiff.io ⭐ 93

Static website for viewing and analyzing GeoTIFF's in the browser

Mumbai Slum Segmentation ⭐ 90

Mumbai slum segmentation and change detection on statellite images.

Building Footprint Segmentation ⭐ 86

Building footprint segmentation from satellite and aerial imagery

Rlandsat ⭐ 85

R Package to make Landsat8 data accessible

Google Maps At 88 Mph ⭐ 83

Google Maps keeps old satellite imagery around for a while – this tool collects what's available for a user-specified region in the form of a GIF.

Ml4eo Bootcamp 2021 ⭐ 83

Machine Learning for Earth Observation Training of Trainers Bootcamp

Change Detection In Satellite Imagery ⭐ 83

It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.

Scikit Eo ⭐ 83

A Python package for Remote Sensing Data Analysis

Geointinvestigation ⭐ 82

Intelligence tramite - Immagini - Video - Strumenti - Mappe

Street Addresses ⭐ 80

Robocodes: Towards Generative Street Addresses from Satellite Imagery

Basemaps ⭐ 78

NZ’s authoritative and open digital basemap service for LINZ and the public.

Resdepth ⭐ 78

[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images

Hyperspectral_image_analysis_simplified ⭐ 77

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

Georaster ⭐ 76

Wrapper around Georeferenced Rasters like GeoTIFF and soon JPG and PNG that provides a standard interface

Satellite Neural Radiance Fields

Utae Paps ⭐ 71

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

Africa_poverty ⭐ 69

Eobrowser ⭐ 68

The Earth Observation Browser is a search tool for Sentinel-1, -2, -3, Landsat 5, 7, 8, Modis and Envisat satellite imagery

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