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awesome-remote-sensing

Collection of Remote Sensing Resources

callisto-dataset-collection

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

cotton-phenology-dataset

crop-type-mapping

Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification

datacap

An end-to-end framework for monitoring the CAP, which utilizes Open Data Cube, Sentinel-2 data and Streel-level images.

deep-learning-for-cloud-gap-filling-on-normalized-difference-vegetation-index

A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index (NDVI) time-series of a static 6-day time resolution and can be used for Events Detection tasks

faultseg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

keras-contrib

Keras community contributions

keras-fcn

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

learnopencv

Learn OpenCV : C++ and Python Examples

ml4eo-bootcamp-2021

Machine Learning for Earth Observation Training of Trainers Bootcamp

neural-network-architecture-diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

openeo-processes

Repository for openEO process descriptions

phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for National Technical University of Athens (NTUA)

space2ground

A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitoring.