Discover developmentseed/macrocosm Open Source project

A utility to search, download and process Landsat 8 satellite imagery

746

landsat-util

A Python library for fast, interactive geospatial vector data visualization in Jupyter.

688

lonboard

No Longer Maintained | A server that listens for GitHub webhook posts and renders a Jekyll site

628

jekyll-hook

A client/server web application framework built on Express and Backbone

508

bones

Data Preparation for Satellite Machine Learning

482

label-maker

Create and deploy Geospatial AWS Lambda functions

445

geolambda

Dockerfile

285

geojson-pydantic

Pydantic data models for the GeoJSON spec

Training and test the SegNet neural network on satellite imagery

220

skynet-train

[Active Development] Earth Observation API (Metadata, Raster and Vector services)

203

eoAPI

Shell

196

skynet-data

[DEPRECATED] Data pipeline for machine learning with OpenStreetMap

PostGIS based Vector Tile server.

169

timvt

Visualize Cloud Optimized GeoTIFF in browser

164

rio-viz

Simple and Fast Geospatial OGC Features and Tiles API for PostGIS.

152

tipg

A collection of Dockerfiles to run a containerized version of OpenStreetMap

152

osm-seed

Shell

149

jekyll-ga

A plugin for loading Google Analytics data into Jekyll

Ruby

128

fastai-serving

A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving

Make quick and dirty projections to use in your web maps instead of Web Mercator

119

dirty-reprojectors

Simple, fast integration with Amazon S3, Google Cloud Storage, Azure Storage, and S3-compliant APIs like Cloudflare R2

115

obstore

Rust

106

segment-anything-services

Running segment-anything image embedding, prompting, and mask generation as torchserve services

Create and use COG mosaic based on mosaicJSON

cogeo-mosaic

Construct and use OGC TileMatrixSets (TMS)

morecantile

DEPRECATED. Please see new home on d.o

rubik

Cross-platform, offline, field mapping tool for OpenStreetMap

observe

[DEPRECATED] An API for Landsat Metadata using Elastic Search

landsat-api

Additional tools and behaviors for OpenLayers.

openlayers_themes

openlayers_plus

Create STAC item from raster datasets

rio-stac

JSON format for describing SpatioTemporal Cloud Optimized Geotiff mosaic.

mosaicjson-spec

vt-geojson

Extract GeoJSON from Mapbox vector tiles.

DEPRECATED. Please see new home on d.o

tao

A tiny RESTful modem server

slingshotSMS

Tcl

pearl-backend

PEARL (Planetary Computer Land Cover Mapping) Platform API and Infrastructure

Experimental: connect ChatGPT to a STAC API backend

labs-gpt-stac

collecticons-lib

Collecticons svg icons

Simple and Fast Geospatial Feature Server for PostGIS.

tifeatures

A simple feature server for Drupal.

FeatureServer

Scripts for setting up the SpaceNet dataset for training a SegNet model

spacenet-data

Shell

gdal2mb

a version of gdal2tiles with MapBox support

Code for high-voltage grid mapping project with the World Bank; early 2018

ml-hv-grid-pub

Find all geospatial tile indices contained in an arbitrary boundary at an arbitrary zoom

geodex

THIS REPOSITORY HAS MOVED. https://github.com/mapbox/osm-bright/

mapbox

geokit

atrium_features

Core atrium features.

Chip 'n scale: Queue Arranger helps you run machine learning models over satellite imagery at scale

chip-n-scale-queue-arranger

Run Long and Shelhamer's FCN image segmentation network using Caffe

caffe-fcn

planet-stream

Stream the planet!

A Postgres backed STAC API.

sat-api-pg

ML Enabler - machine learning interaction tools in the browser

ml-enabler

[DEMO] TiTiler extension for xarray

titiler-xarray

Dead simple Drupal theme with quick rebranding in mind

singular

[WIP] PMTiles Async reader in python

aiopmtiles

A demo titiler for Sentinel 2 Digital Twin dataset

titiler-digitaltwin

Encouraging OpenStreetMap mappers with badges, graphs & stats! ✨🕹

scoreboard

Inspect Rasterio/GDAL HEAD/GET/LIST Requests

tilebench

Build up a pyramid of mapbox vector tiles by aggregating quantitative data into grids at lower zooms.

vt-grid

ThatcherTiler: expect some features to be dropped.

thatchertiler

A simple node.js program that pulls data from Twitter's 1.1 API and pushes the response to a cloud service.

twitter-server

React components and hooks for building STAC-API front-ends

stac-react

Deep learning with TensorFlow and earth observation data.

tensorflow-eo-training

Design Components for Open Atrium

AtriumDesign

mapbox-gl-layers

Layer toggle control for Mapbox GL JS

A Dockerised work environment hosted on AWS Fargate which can be SSH'd into ☁️🌎📦

remote-workstation

A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data

sentinel-util

osm-teams

Teams for OpenStreetMap!

Query OSM planet stats with AWS Athena

mrworldwide

sat-ml-training

Terraform Module for API Gateway Proxy + AWS Lambda

tf-lambda-proxy-apigw

HCL

supercluster-rs

Rust implementation of Supercluster for fast hierarchical point clustering

Rust

JosmMagicWand

JOSM Plugin allows select areas to label using a range of colors,

Java

ginkgo

Default theme for Open Atrium.

Project template for Python projects

python-seed

GL Director, an interface to easily generate terrain flyovers for your app using Mapbox GL JS

gl-director

Visualizing European forests future. Based on the EU-Trees4F study by Mauri et al.

our-forests-tomorrow

A basic starting point for projects.

project-seed

ML pipeline to classify crop types with multi-spectral and multi-temporal EO data

satTS

TiTiler extension to work with non-geo images

titiler-image

PEARL (Planetary Computer Land Cover Mapping) Frontend

pearl-frontend

Base authentication model, view and middleware

bones-auth

Replace Pydantic's builtin Secret Support with a configuration provider that loads parameters from AWS Systems Manager Parameter Store.

pydantic-ssm-settings

A configured and compressed version of OpenLayers, suitable for most common applications.

openlayers_slim

A lite clean calendar UI.

litecal

DS templates for everything

seed

Convert Sentinel-2 JPEG 2000 to COG with AWS Lambda

sentinel-2-cog

Kenya Educational Mapping Site

kenya-bank

Find the most efficient place to gather GHG-wise

co2ordinate

GUI for editing machine learning outputs

skynet-scrub

fastapi-authorization-gateway

Async GeoTIFF reader for Rust

aiocogeo-rs

Rust

warp-resample-profiling

Guidance and profiling results for warp resampling in Python

Dockerfile

geofield

Defines a six column field for storing lat/lon data and bounding box data.

couch-sqlite

Convert Point cloud data to Cloud Optimized GeoTIFF using AWS Lambda

pointcloud-to-cog

UI to update collection and item meta data in STAC catalogs

stac-admin

A simple pagination for hapijs responses

hapi-paginate

An interactive map of global infrastructure.

connectivity-atlas

Minimal, lightweight theme for Managing News.

jake

Backing store for developmentseed/skynet-scrub

skynet-scrub-server

Create MVT dynamically from COG

titiler-mvt

Simple sharing of URLs using various methods. Supports Twitter, Facebook and email.

100

simpleshare