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ckan

CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, europeandataportal.eu/data, data.humdata.org among many other sites.

crop-maml

Learning to predict crop type from heterogeneous sparse labels using meta-learning

crop-mask

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

cropharvest

Open source remote sensing dataset with benchmarks

croptype-mapping-gsn

[Coming soon] Code for crop type classification with growth stage normalization method proposed in:

dora

Domain-agnostic Outlier Ranking Algorithms (DORA) - SMD cross-divisional use case demonstration of AI/ML

glam-api

Global Agriculture Monitoring System (GLAM) Django backend & API

glam_data_processing

Python package for the downloading and processing of data files in the NASA Harvest GLAM system

kenya-crop-mask

Annual and in-season crop mapping in Kenya

ml-for-remote-sensing

https://nasaharvest.github.io/ml-for-remote-sensing/iclr2023/

mlhub

A python library for interacting with https://mlhub.earth

nasaharvest.github.io

Github-hosted website for information about Harvest projects

octvi

Python package for downloading, mosaicking, or compositing MODIS-scale NDVI imagery

openmapflow

Rapid map creation with machine learning and earth observation data.

presto

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

spatialhadoop-example

An example of how to use SpatialHadoop as an external library

street2sat

timl

Task-Informed Meta-Learning

togo-crop-mask

An LSTM to generate a crop mask for Togo

us-inseason-phenorm

Code for in-season crop type mapping with phenology normalization in US Corn Belt