cristhian0224

S4A

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

deep-crop-rotation

crop-mask

End-to-end workflow for generating high resolution cropland maps

crop-type-detection-ICLR-2020

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

techniques

Techniques for deep learning with satellite & aerial imagery

geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

awesome-earthobservation-code

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

ML-Notebooks

:fire: Machine Learning Notebooks

public-apis

A collective list of free APIs

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

awesome-earthobservation-code

curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

SiROC

awesome-remote-sensing

Collection of Remote Sensing Resources

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

stac-overflow

Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition

ELC10

Land cover mapping of Europe using satellite imagery

PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

isce2-docs

Documents and tutorials for isce2

Crop-Classification

crop classification using deep learning on satellite images

Awesome-Earth-Artificial-Intelligence

A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.

bap

Best Available Pixel calculation using Google Earth Engine

ee-rgb-timeseries

Earth Engine JS module to color time series chart points as stretched 3-band RGB.

dsen2-cr

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.

CRCPython

Image Analysis, Classification and Change Detection in Remote Sensing

force

Framework for Operational Radiometric Correction for Environmental monitoring

Awesome-GEE

A curated list of Google Earth Engine resources

earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

GeoPredictor

This microservice will be the one in charge of retriving the ML predictions from the trained models

awesome-gee-community-datasets

Community Datasets added by users and made available for use at large

InstanceSegmentation_Sentinel2

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