SpaceML

Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.

spaceml-org

GIBS Downloader is a command-line tool which facilitates the downloading of NASA satellite imagery and offers different functionalities in order to prepare the images for training in a machine learnin...

spaceml-org

An ecosystem of data, models and code pipelines to tackle flooding with ML

spaceml-org

Official code for :rocket: Unsupervised Change Detection of Extreme Events Using ML On-Board :rocket:

spaceml-org

Swipe Labeler is a Graphical User Interface based tool that allows rapid labeling of image data.

spaceml-org

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.

spaceml-org

Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models :rainbow::artificial_satellite:

spaceml-org