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350 search results found

Eobrowser ⭐ 68

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

Spin_roadmapper ⭐ 67

Official implementation of our ICRA'22 paper: SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving

Urban Environments ⭐ 63

Code for constructing the urban environments dataset and for land use classification via convolutional neural networks

📡 Receive images from weather satellite GEO-KOMPSAT-2A (GK-2A).

Crop Type Detection Iclr 2020 ⭐ 62

Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020

Julia_geospatial ⭐ 62

Examples for a blog series on Geospatial Julia using ArchGDAL

Deck.gl Raster ⭐ 61

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

Urban change model designed to identify changes across 2 timestamps

Ph Poverty Mapping ⭐ 60

Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information

Land Cover Classification Using Sentinel 2 Dataset ⭐ 58

Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.

Experiments with satellite image data

Ee_extra ⭐ 57

A ninja python package that unifies the Google Earth Engine ecosystem.

Deep Learning For Earth Observation ⭐ 56

Application of deep learning for earth observation.

GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)

Landsat578 ⭐ 55

Very simple API to download Landsat [1-5, 7, 8] data from Google

Water Observatory Backend ⭐ 55

Monitoring water levels of lakes and reservoirs using satellite imagery

Pixel Decoder ⭐ 53

A tool of running deep learning algorithms for semantic segmentation with satellite imagery

Sat Extractor ⭐ 52

Extract Satellite Imagery from public constellations at scale

U Net Satellite ⭐ 51

Road Detection from satellite images using U-Net.

Chollianwallpaper ⭐ 51

🌎 Real time wallpaper engine for Windows and macOS

Sen12ms Cr Ts ⭐ 50

Esri World Imagery Wayback App - Explore, compare and start using all different versions of World Imagery Basemap released since 2014

Predicting Poverty Replication ⭐ 50

A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty

Start_maja ⭐ 48

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

Deep Learning For Satellite Imagery ⭐ 48

Deep learning courses and projects

Fetchlandsatsentinelfromgooglecloud ⭐ 48

Find and download Landsat and Sentinel-2 data from the public Google Cloud

3d Pv Locator ⭐ 48

Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

Dea Coastlines ⭐ 47

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

Resonantgeodata ⭐ 47

🗂️ 🔍 Geospatial Data Management and Search API - Django Apps

Land Cover To Land Use Classification ⭐ 47

Satellite image processing pipeline to classify land-cover and land-use

Rgistools ⭐ 46

Tools for Downloading, Customizing, and Processing Time Series of Satellite Images from Landsat, MODIS, and Sentinel

Radiant Mlhub ⭐ 46

A Python client for the Radiant MLHub API (https://mlhub.earth).

Vitality Goes ⭐ 46

Web App for showcasing Geostationary Weather Satellite Data

Dubai Satellite Imagery Segmentation ⭐ 45

Multi-Class Semantic Segmentation on Dubai's Satellite Images.

A visualization application for satellite imagery

Satellite Image Analysis ⭐ 45

An introduction to script-based satellite image processing using Python

Scanaerial ⭐ 44

Fuzzy Select plugin for JOSM

RS-Net is a cloud detection algorithm for satellite imagery

Disasterwatch ⭐ 43

Access satelite imagery where it is needed

Label Pixels ⭐ 42

Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery and now, it can be used to extract different features from remote sensing imagery.

Opengl And Gdal Tutorials ⭐ 40

A github repository that will give tutorials on how to load and visualize DEMs, shape files, and satellite imagery.

Building Detection Maskrcnn ⭐ 39

Building detection from the SpaceNet dataset by using Mask RCNN.

Xview2_solution ⭐ 39

2nd place solution for Xview2 challenge https://xview2.org/

Segmentation_gym ⭐ 39

A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler

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.

Roadtagger ⭐ 37

Ergo Planes Detector ⭐ 37

🧠✈️ An ergo based project that relies on a convolutional neural network to detect airplanes from satellite imagery.

Unmixing ⭐ 37

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

Sen2nbar ⭐ 37

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

Lolmanuscriptmonday ⭐ 36

This is a record of all the Manuscript Monday links!

Rio Cloudmask ⭐ 36

Rasterio plugin for identifying clouds in multi-spectral satellite imagery

Eoxserver ⭐ 36

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

Search Satellite Imagery ⭐ 36

Search satellite Imagery Archive on aggregators like UP42, skywatch, EOS via their respective APIs

Search, composite, and download 'Google Earth Engine' imagery with the 'Python' module 'geedim'

Land Cover Analysis ⭐ 35

Land Cover Change Detection using Satellite Image Segmentation.

Downscale Satellitelst ⭐ 35

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

Deepdespeckling ⭐ 35

Unstructured Change Detection Using Cnn ⭐ 34

Unstructured Change detection in satellite imagery

Forecastveg ⭐ 34

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

Sentinelloader ⭐ 34

Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area of interest.

Pybay2017 ⭐ 34

Python Tools for processing Space Imagery

Predict_pv_yield ⭐ 33

Using optical flow & machine learning to predict PV yield

Waf_ml_tutorial_part1 ⭐ 33

Python code to assist in familiarizing meteorologists with machine learning

Multi3net ⭐ 32

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

Satimage ⭐ 31

Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"

Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data

USSOCOM Urband 3D mapper Marathon Match

Forest Fires ⭐ 30

A Model for the Early-Detection of Forest-Fires

Python library for standardising satellite imagery into an Analysis Ready Data (ARD) form

This repository cointains the source code of the 'pyrsgis' Python package.

Earthacrosstime ⭐ 29

Mastodon/Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.

Opensicdr ⭐ 29

Open Satellite Image Cloud Detection Resources (Datasets and Tools)

Geetiles ⭐ 29

download Google Earth Engine datasets to tiles as geotiff arrays

Nicar20 Imagery Sources ⭐ 29

Sources for earth imagery

Poverty Prediction By Satellite Imagery ⭐ 28

Poverty Prediction by Combination of Satellite Imagery

Data reader utilities for machine learning on satellite imagery and Earth science data

Imagery Index ⭐ 26

🛰 An index of aerial and satellite imagery useful for mapping

U-Net semantic segmentation for satellite imagery

Python Mapswipe Workers ⭐ 25

MapSwipe Back-End

Weather4cast ⭐ 25

Code accompanying our IARAI Weather4cast Challenge

Kaggle Satellite Imagery Feature Detection ⭐ 24

Satellite Imagery Feature Detection (68 out of 419)

Himawari Rx ⭐ 24

📡 Receive images from weather satellite Himawari-8 via HimawariCast.

Satellite Thermal Geo Localization ⭐ 23

Official repository for "Long-range UAV Thermal Geo-localization with Satellite Imagery"

Uncrtaints ⭐ 23

Lightweight Temporal Attention Pytorch ⭐ 23

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

Planesnet Detector ⭐ 23

Detect airplanes in Planet imagery using machine learning

Ap Latam ⭐ 23

Detection of slums and informal settlements from satellite imagery

Planesnet ⭐ 22

Labeled training data for detection of aircraft in Planet satellite imagery

Biomassters ⭐ 22

An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Track]

Shareloc ⭐ 22

Shareloc, a simple remote sensing geometric library

Ship Detection ⭐ 22

Detecting ships from the satellite images using the YOLO algorithm

Custom Made Sar Speckle Reduction ⭐ 22

Spekle reduction of SAR images in matlab using different custom-made filters: -Mean filter. -Frost filter. -Modified frost filter(added thresholds). -Lee filter(Using Masks, ENL ect). Note these fitlers are developed without the use of loops to make them faster.

Mapflow Qgis ⭐ 22

Geoalert's public QGIS plugin for using Mapflow from inside QGIS.

Aws Open Data Stac ⭐ 21

A list of STAC endpoints for the AWS Open Data Program

Deep_typhoon ⭐ 20

Analysis satellite images of typhoons in deep-learning (CNN).

Eodms Cli ⭐ 20

The EODMS CLI Python script is used to search, order and download imagery from the Earth Observation Data Management System using the REST API service.

Satellite_computervision ⭐ 20

Repository containing code used to produce computer vision models that can identify infrastructure in publicly available satellite imagery using Google Earth Engine and Tensorflow.

Open Impact ⭐ 20

To help quickstart impact work with Satellogic [hyperspectral] data

Propertyclassification ⭐ 20

Classifying the type of property given Real Estate, satellite and Street view Images

Community Sprints ⭐ 19

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

101-200 of 350 search results

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