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awesome-spectral-indices / awesome-spectral-indices

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

Updated Jun 16, 2022
Python

sentinel-hub / sentinel2-cloud-detector

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Sentinel Hub Cloud Detector for Sentinel-2 images in Python

python-library classification sentinel-2 sentinel-hub cloud-detector

Updated Jun 28, 2022
Python

chrieke / InstanceSegmentation_Sentinel2

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

deep-learning thesis crop remote-sensing satellite-imagery earth-observation instance-segmentation sentinel-2 agricultural-fields

Updated Dec 14, 2019
Jupyter Notebook

CNES / MAJA

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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.

remote-sensing earth-observation sentinel-2 cloud-detection atmospheric-correction maja

Updated Dec 8, 2021
C++

olivierhagolle / peps_download

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

remote-sensing earth-observation sentinel-2 data-downloader sentinel-1 sentinel-3

Updated Apr 26, 2021
Python

sertit / eoreader

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

Updated Jul 8, 2022
Python

nmileva / starfm4py

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The STARFM fusion model for Python

remote-sensing earth-observation image-fusion sentinel-2 sentinel-3

Updated Jan 24, 2022
Python

isikdogan / deepwatermap

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a deep model that segments water on multispectral images

deep-learning image-processing landsat remote-sensing sentinel-2 landsat-imagery

Updated Jul 6, 2022
Python

ameraner / dsen2-cr

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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.

deep-learning satellite sentinel satellite-imagery satellite-data sar optical sentinel-2 residual-neural-network sentinel-1 cloud-removal

Updated Apr 27, 2022
Python

granularai / fabric

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Urban change model designed to identify changes across 2 timestamps

deep-learning cnn pytorch satellite-imagery unet change-detection sentinel-2 unet-3d

Updated Feb 3, 2022
Python

olivierhagolle / Start_maja

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

time-series raster remote-sensing satellite-imagery preprocessing earth-observation sentinel-2 cloud-detection landsat-8 atmospheric-correction

Updated Mar 12, 2020
Python

sentinel-hub / sentinelhub-js

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Download and process satellite imagery in JavaScript or TypeScript using Sentinel Hub services.

sentinel sentinel-2 sentinel-hub sentinel-1 sentinel-3 sentinel-5p

Updated Jun 23, 2022
TypeScript

maja601 / EuroCrops

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The official repository for the EuroCrops dataset.

machine-learning deep-learning agriculture opendata dataset sentinel-2

Updated Jul 6, 2022

sentinel-hub / time-lapse

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Python scripts for creating time lapse videos and gifs from Sentinel-2 images

python time-lapse sentinel-2

Updated Mar 9, 2022
Jupyter Notebook

VSainteuf / utae-paps

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

computer-vision deep-learning agriculture satellite-imagery semantic-segmentation iccv sentinel-2 self-attention panoptic-segmentation iccv2021

Updated Jun 27, 2022
Jupyter Notebook

qzhang95 / PSTCR

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Q. Zhang, Q. Yuan, J. Li, Z. Li, H. Shen, and L. Zhang, "Thick Cloud and Cloud Shadow Removal in Multitemporal Images using Progressively Spatio-Temporal Patch Group Learning", ISPRS Journal, 2020.

deep-learning spatio-temporal sentinel-2 landsat-8 cloud-removal

Updated Oct 13, 2020
MATLAB

olivierhagolle / theia_download

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To download products provided by Theia land data center : https://theia.cnes.fr

landsat remote-sensing spot sentinel-2 cloud-detection theia data-downloader atmospheric-correction snow-cover

Updated Jun 12, 2022
Python

MarcYin / SIAC_GEE

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SIAC GEE version

sentinel-2 lai atmospheric-correction prosail

Updated Oct 23, 2020
JavaScript

bellingcat / cloud-free-subregion

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Google Earth Engine application that finds Sentinel-2 images that are cloud-free in a particular area of interest.

tool sentinel-2

Updated Jun 24, 2021
JavaScript

MarcYin / SIAC

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A sensor invariant Atmospheric Correction (SIAC)

sensor-fusion siac sentinel-2 landsat-8 atmospheric-correction

Updated Jul 1, 2022
C

Orion-AI-Lab / S4A

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Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

deep-learning segmentation sentinel-2 crop-classification

Updated Jul 4, 2022
Jupyter Notebook

RAJohansen / waterquality

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Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

algorithms remote-sensing water-quality modis sentinel-2 algal-bloom landsat-8 meris olci

Updated Apr 19, 2022
R

flaviostutz / sentinelloader

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Open

Raise error if no user nor password is provided

flaviostutz opened Apr 11, 2019

help wanted good first issue

Open

When daysStep=0, getHistory enters an infinite loop

multiply-org / atmospheric_correction

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Sentinel 2 and Landsat 8 Atmospheric correction

atmosphere uncertainty ucl modis emulators sentinel-2 landsat-8 atmospheric-correction ecmwf-cams

Updated Jul 1, 2022
C

cidcom / satellite-cloud-removal-dip

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Satellite cloud removal with Deep Image Prior.

satellite remote-sensing image-inpainting sentinel-2 sentinel-1 cloud-removal

Updated May 25, 2022
Jupyter Notebook

raoofnaushad / Land-Cover-Classification-using-Sentinel-2-Dataset

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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.

data-science machine-learning deep-learning geospatial geospatial-data satellite-imagery transfer-learning sentinel-2 land-cover-classification land-use-classification