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Search results for remote sensing satellite imagery

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satellite-imagery x

102 search results found

Techniques ⭐ 7,678

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

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 ⭐ 761

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

Coastsat ⭐ 592

Global shoreline mapping tool from satellite imagery

Notebooks ⭐ 567

interactive notebooks from Planet Engineering

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

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

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.

Earth Observation Data Access Gateway

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.

Remote Sensing Deep Learning ⭐ 222

Xarray Sentinel ⭐ 210

Xarray backend to Copernicus Sentinel-1 satellite data products

Worldstrat ⭐ 197

The WorldStrat Dataset

Geospatial Machine Learning ⭐ 196

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

Eesrgan ⭐ 191

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

Satellite Stereo Pipeline

Spyndex ⭐ 171

Awesome Spectral Indices in Python.

Deep Learning for Satellite Imagery

Geoblaze ⭐ 156

Blazing Fast JavaScript Raster Processing Engine

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.

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

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

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

Scikit Eo ⭐ 83

A Python package for Remote Sensing Data Analysis

Ml4eo Bootcamp 2021 ⭐ 83

Machine Learning for Earth Observation Training of Trainers Bootcamp

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.

Search, composite, and download Google Earth Engine imagery.

Deck.gl Raster ⭐ 61

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

Ee_extra ⭐ 57

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

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

Sen12ms Cr Ts ⭐ 50

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.

Start_maja ⭐ 48

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

Land Cover To Land Use Classification ⭐ 47

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

Dea Coastlines ⭐ 47

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

Satellite Image Analysis ⭐ 45

An introduction to script-based satellite image processing using Python

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.

Building Detection Maskrcnn ⭐ 39

Building detection from the SpaceNet dataset by using Mask RCNN.

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.

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

Eoxserver ⭐ 36

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

Lolmanuscriptmonday ⭐ 36

This is a record of all the Manuscript Monday links!

Downscale Satellitelst ⭐ 35

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

Land Cover Analysis ⭐ 35

Land Cover Change Detection using Satellite Image Segmentation.

Unstructured Change Detection Using Cnn ⭐ 34

Unstructured Change detection in satellite imagery

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

U-Net semantic segmentation for satellite imagery

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

Uncrtaints ⭐ 23

Planesnet ⭐ 22

Labeled training data for detection of aircraft in Planet satellite imagery

Shareloc ⭐ 22

Shareloc, a simple remote sensing geometric library

Open Impact ⭐ 20

To help quickstart impact work with Satellogic [hyperspectral] data

Shipsnet Detector ⭐ 19

Detect container ships in Planet imagery using machine learning

Phenolopy ⭐ 18

Python-based extractor of vegetation metrics from satellite-based vegetation time-series imagery.

Orthoseg ⭐ 18

OrthoSeg makes it easy to train neural networks to segment orthophotos.

Ercnn Drs_urban_change_monitoring ⭐ 17

Neural Network based Urban Change Detection with Deep-Temporal Multispectral and SAR Remote Sensing Data.

Python For Remote Sensing ⭐ 15

python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.

Eodag Labextension ⭐ 15

Jupyterlab extension for EODAG search

Sentinel_bot ⭐ 15

A twitter bot which processes raw sentinel data

Sentinel Util ⭐ 14

A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data

Complex Valued Cnn ⭐ 14

Complex-valued Convolutional Neural Networks

Remotesensingtoolbox.jl ⭐ 13

A pure Julia package built on top of Rasters.jl for visualizing, analyzing, and processing remotely sensed imagery.

Satellite Sam Dashboard ⭐ 12

This app integrates the Segment Anything Model (SAM) with Sentinel-2 data. The app is built using Dash Plotly and dash leaflet. It allows segmenting satellite images using the two ways provided by SAM: automatic mask generator and prompt segmentation (using points and bounding boxes).

Planet Movement ⭐ 12

Find and process Planet image pairs to highlight object movement

Coastguard ⭐ 11

Coastal Observation + Analysis using Satellite-derived Timeseries, Generated Using AI + Real-time Data

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

Satellite Imagery Road Extraction ⭐ 10

Developed a Software for semantic segmentation of remote sensing imagery using Fully Convolutional Networks (FCNs). Initially, this software developed for extracting the road network from high-resolution remote sensing imagery. And now, this software can be used to extract various features (Semantic segmentation of remote sensing imagery). This project can also extract from Vector Data. This is part of my Internship at ISRO (Indian SPace Research Organization)'s NRSC (National Remote Sensing Cen

Water Based Indices On Sentinel 2a Images Using Python ⭐ 9

Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.

Hyperspectral Image Classification ⭐ 9

Comparative analysis of different feature extraction techniques for hyperspectral image classification.

Spectralindices.jl ⭐ 8

Awesome Spectral Indices in Julia

Cmrset Examples ⭐ 7

This repository contains code examples which demonstrate how users can access the CMRSET actual evapotranspiration data product and related data services.

Rio Segment ⭐ 7

segment a set of rasters using rasterio and skimage

Missing Pixel Filler ⭐ 7

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

Indicar_tools ⭐ 7

Indicar Landsat Geoprocessing Tools

Spacenet7 Buildings Detection ⭐ 7

Building detection from the SpaceNet dataset using UNet.

Rs Datasetshub ⭐ 7

A hub hosting essential remote sensing datasets.

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.

Ee Catalog Scale Offset Params ⭐ 6

A list of all the scale and offset parameters for each raster dataset in Google Earth Engine.

Object_detection_satellite_imagery_yolov8_dior ⭐ 6

Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.

Thecoloroutofspace ⭐ 6

Pytorch code for the paper "The color out of space: learning self-supervised representations for Earth Observation imagery"

Geo Deeplearning ⭐ 6

A list of papers, resources, datasets and code on Deep Learnig applications in Satellite imagery

1-100 of 102 search results

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