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GitHub / radiantearth 32 repositories

Increasing shared understanding of our world by expanding access to geospatial data and machine learning models.

radiantearth/stac-spec

SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable

Language: JavaScript - Size: 7.62 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 733 - Forks: 177

radiantearth/stac-browser

A full-fledged UI in Vue for browsing and searching static STAC catalogs and STAC APIs

Language: Vue - Size: 231 MB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 254 - Forks: 127

radiantearth/mlhub-tutorials

Tutorials to access Radiant MLHub Training Datasets

Language: Jupyter Notebook - Size: 78.5 MB - Last synced: 11 days ago - Pushed: 12 months ago - Stars: 180 - Forks: 116

radiantearth/community-sprints

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

Language: JavaScript - Size: 13.3 MB - Last synced: 10 days ago - Pushed: 8 months ago - Stars: 19 - Forks: 37

radiantearth/stac-api-spec

SpatioTemporal Asset Catalog API specification - an API to make geospatial assets openly searchable and crawlable

Language: JavaScript - Size: 8.39 MB - Last synced: 24 days ago - Pushed: 3 months ago - Stars: 196 - Forks: 43

radiantearth/source-cooperative

Source Cooperative

Size: 5.86 KB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 27 - Forks: 0

radiantearth/ml4eo-bootcamp-2021

Machine Learning for Earth Observation Training of Trainers Bootcamp

Language: Jupyter Notebook - Size: 63.5 MB - Last synced: 3 days ago - Pushed: over 2 years ago - Stars: 90 - Forks: 64

radiantearth/geo-ml-model-catalog 📦

Geospatial ML Model Catalog Spec

Size: 68.4 KB - Last synced: 12 days ago - Pushed: over 2 years ago - Stars: 52 - Forks: 8

radiantearth/stac-site

Website for SpatioTemporal Asset Catalog specification

Language: HTML - Size: 37.9 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 24 - Forks: 31

radiantearth/radiant-mlhub

A Python client for the Radiant MLHub API (https://mlhub.earth).

Language: Python - Size: 22.6 MB - Last synced: 4 days ago - Pushed: about 1 year ago - Stars: 51 - Forks: 9

radiantearth/gmlmc-hackathon-pearl

Workspace for cataloging the PEARL land cover models as part of GMLMC Hackathon 1

Language: Python - Size: 870 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

radiantearth/crop-type-detection-ICLR-2020

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

Language: Jupyter Notebook - Size: 67.6 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 62 - Forks: 24

radiantearth/Nasa_harvest_field_boundary_competition

Language: Jupyter Notebook - Size: 1.35 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 23 - Forks: 11

radiantearth/model_nasa_rwanda_field_boundary_competition_gold Fork of NazarioR9/model_nasa_rwanda_field_boundary_competition_gold

Language: Python - Size: 3.66 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 7 - Forks: 3

radiantearth/source-cooperative-validator-stac

Language: Python - Size: 29.3 KB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

radiantearth/tiles.rdnt.io Fork of mojodna/marblecutter-virtual

A tile service for Cloud Optimized GeoTIFF's

Language: Python - Size: 1.32 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 50 - Forks: 10

radiantearth/spot-the-crop-challenge

Winning models from the Radiant Earth Spot the Crop Challenge (https://zindi.africa/competitions/radiant-earth-spot-the-crop-challenge)

Language: Jupyter Notebook - Size: 71.5 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 8 - Forks: 2

radiantearth/foss4g-2021

Geospatial Machine Learning with Radiant MLHub Open Training Data using Python

Language: Jupyter Notebook - Size: 146 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

radiantearth/field-boundary-webinar

Repository for webinar content

Language: Jupyter Notebook - Size: 5.87 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

radiantearth/CropDetectionDL Fork of karimmamer/CropDetectionDL

A Spatio-Temporal Deep Learning-Based Crop Classification Model for Satellite Imagery

Language: Python - Size: 2.92 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 8 - Forks: 2

radiantearth/model_ramp_baseline

Replicable AI for Microplanning (Ramp) Bootstrap Model

Language: Jupyter Notebook - Size: 18.5 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 5 - Forks: 7

radiantearth/mlhub_model_template

{{model name }}

Language: Shell - Size: 13.7 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 3

radiantearth/gmlmc-hackathon-tree-detection

Workspace for cataloging the NRCAN tree detection model for GMLMC Hackathon 1

Size: 2.93 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 1 - Forks: 2

radiantearth/agrifieldnet_india_competition

Language: Jupyter Notebook - Size: 51.8 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 12 - Forks: 21

radiantearth/stac-psc

STAC Project Steering Committee

Size: 7.81 KB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

radiantearth/lambda-tiler Fork of vincentsarago/lambda-tiler

AWS Lambda + rio-tiler powering cog-map

Language: HTML - Size: 11.7 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 5 - Forks: 3

radiantearth/cyclone-model-torchgeo

Tropical Cyclone Wind Estimation Model

Language: Python - Size: 35.2 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

radiantearth/model_nasa_rwanda_field_boundary_competition_silver Fork of bojesomo/model_nasa_rwanda_field_boundary_competition_silver

model_nasa_rwanda_field_boundary_competition_silver

Language: Jupyter Notebook - Size: 54.6 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 1

radiantearth/model_ecaas_agrifieldnet_gold

AgriFieldNet Model for Crop Detection from Satellite Imagery

Language: Python - Size: 588 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 15 - Forks: 4

radiantearth/raster-foundry Fork of raster-foundry/raster-foundry 📦

The Radiant Earth Foundation Platform base web app

Language: CSS - Size: 35.6 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 2

radiantearth/demo-web 📦

Sample web based demo using Radiant.Earth's platform

Language: JavaScript - Size: 3.69 MB - Last synced: 4 months ago - Pushed: about 6 years ago - Stars: 2 - Forks: 2

radiantearth/training-data-stac-spec 📦

Size: 11.7 KB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 1

radiantearth/data-registry 📦

Radiant MLHub training data registry

Language: Python - Size: 196 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 4

radiantearth/scalable-model-training 📦

LandCoverNet Scalable Model Training

Size: 2.42 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

radiantearth/model_ecaas_agrifieldnet_silver Fork of masawdah/model_ecaas_agrifieldnet_silver

Weighted Tree-based Crop Classification Models for Imbalanced Datasets

Language: Python - Size: 280 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

radiantearth/model_ecaas_agrifieldnet_bronze

Looking further: a crop type classification model for fields

Language: Jupyter Notebook - Size: 2.84 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

radiantearth/ml4gd

Machine Learning for Global Development Working Group

Size: 30.2 MB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 10 - Forks: 6

radiantearth/PlanetaryComputerExamples Fork of microsoft/PlanetaryComputerExamples

Examples of using the Planetary Computer

Language: Jupyter Notebook - Size: 227 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 2

radiantearth/label Fork of stac-extensions/label

Label extension

Size: 58.6 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

radiantearth/torchgeo Fork of microsoft/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Size: 69.8 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

radiantearth/mlhub-dataset

Size: 60.5 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

radiantearth/wind-dependent-variables Fork of drivendataorg/wind-dependent-variables

Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competition

Language: Python - Size: 3.54 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

radiantearth/spot-the-crop-xl-challenge

Winning models from the Radiant Earth Spot the Crop XL Challenge (https://zindi.africa/competitions/radiant-earth-spot-the-crop-xl-challenge)

Language: Jupyter Notebook - Size: 14.3 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 3

radiantearth/.github

Radiant Earth Github README

Size: 8.79 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

radiantearth/open-data-registry Fork of awslabs/open-data-registry

A registry of publicly available datasets on AWS

Language: Python - Size: 2.14 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

radiantearth/ground-referencing-guide

Best practices for ground reference data collection and cataloguing

Size: 3.74 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 19 - Forks: 3

radiantearth/ml-workflow-examples Fork of pangeo-data/ml-workflow-examples

Simple examples of data pipelines from xarray to ML training

Language: Jupyter Notebook - Size: 21.5 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 2 - Forks: 3

radiantearth/radiant-mlhub-feedstock Fork of conda-forge/radiant-mlhub-feedstock

A conda-smithy repository for radiant-mlhub.

Size: 33.2 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

radiantearth/eo Fork of stac-extensions/eo

EO Extension Specification

Size: 19.5 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

radiantearth/cog_validator Fork of rouault/cog_validator

Cloud Optimized GeoTIFF validation service

Language: JavaScript - Size: 7.96 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 10 - Forks: 2

radiantearth/gmlmc-hackathon-cyclone-estimation

Workspace for cataloging the Tropical Cyclone Wind Estimation model for GMLMC Hackathon 1.

Size: 0 Bytes - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

radiantearth/stac-fastapi Fork of stac-utils/stac-fastapi

STAC API implementation with FastAPI.

Language: Python - Size: 858 KB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

radiantearth/stam-spec

SpatioTemporal Asset Metadata specification - defining core metadata fields for searching imagery & other geo assets

Size: 42 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 7 - Forks: 4

radiantearth/annotation-dashboard

Language: CSS - Size: 4.51 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

radiantearth/staged-recipes Fork of conda-forge/staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

Size: 50 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

radiantearth/catalog-implementor-survey

A survey of non-standardized catalog API's and provider metadata for imagery and other geo-asset catalogs.

Size: 83 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 2 - Forks: 1

radiantearth/crop-loss-EPAR

Building a model to detect crop loss from satellite imagery.

Language: Jupyter Notebook - Size: 6.96 MB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 2

radiantearth/iserv-stac-generator

Language: Python - Size: 22.5 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

radiantearth/ard-spec

ARD Specifications

Size: 4.88 KB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 3