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Development Seed (@developmentseed)

developmentseed

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titiler

Build your own Raster dynamic map tile services

landsat-util

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

lonboard

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

jekyll-hook

No Longer Maintained | A server that listens for GitHub webhook posts and renders a Jekyll site

bones

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

label-maker

Data Preparation for Satellite Machine Learning

geolambda

Create and deploy Geospatial AWS Lambda functions

geojson-pydantic

Pydantic data models for the GeoJSON spec

skynet-train

Training and test the SegNet neural network on satellite imagery

eoAPI

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

skynet-data

[DEPRECATED] Data pipeline for machine learning with OpenStreetMap

timvt

PostGIS based Vector Tile server.

rio-viz

Visualize Cloud Optimized GeoTIFF in browser

tipg

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

osm-seed

A collection of Dockerfiles to run a containerized version of OpenStreetMap

jekyll-ga

A plugin for loading Google Analytics data into Jekyll

fastai-serving

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

dirty-reprojectors

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

obstore

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

segment-anything-services

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

Jupyter Notebook

cogeo-mosaic

Create and use COG mosaic based on mosaicJSON

morecantile

Construct and use OGC TileMatrixSets (TMS)

rubik

DEPRECATED. Please see new home on d.o

observe

Cross-platform, offline, field mapping tool for OpenStreetMap

landsat-api

[DEPRECATED] An API for Landsat Metadata using Elastic Search

openlayers_themes

openlayers_plus

Additional tools and behaviors for OpenLayers.

rio-stac

Create STAC item from raster datasets

mosaicjson-spec

JSON format for describing SpatioTemporal Cloud Optimized Geotiff mosaic.

vt-geojson

Extract GeoJSON from Mapbox vector tiles.

tao

DEPRECATED. Please see new home on d.o

slingshotSMS

A tiny RESTful modem server

pearl-backend

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

labs-gpt-stac

Experimental: connect ChatGPT to a STAC API backend

macrocosm

Macrocosm is a partial port of the Open Street Map Rails API in NodeJS

collecticons-lib

Collecticons svg icons

tifeatures

Simple and Fast Geospatial Feature Server for PostGIS.

FeatureServer

A simple feature server for Drupal.

spacenet-data

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

gdal2mb

a version of gdal2tiles with MapBox support

ml-hv-grid-pub

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

geodex

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

mapbox

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

geokit

atrium_features

Core atrium features.

chip-n-scale-queue-arranger

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

caffe-fcn

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

Jupyter Notebook

planet-stream

Stream the planet!

sat-api-pg

A Postgres backed STAC API.

ml-enabler

ML Enabler - machine learning interaction tools in the browser

titiler-xarray

[DEMO] TiTiler extension for xarray

singular

Dead simple Drupal theme with quick rebranding in mind

aiopmtiles

[WIP] PMTiles Async reader in python

titiler-digitaltwin

A demo titiler for Sentinel 2 Digital Twin dataset

scoreboard

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

tilebench

Inspect Rasterio/GDAL HEAD/GET/LIST Requests

vt-grid

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

thatchertiler

ThatcherTiler: expect some features to be dropped.

twitter-server

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

stac-react

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

tensorflow-eo-training

Deep learning with TensorFlow and earth observation data.

Jupyter Notebook

AtriumDesign

Design Components for Open Atrium

mapbox-gl-layers

Layer toggle control for Mapbox GL JS

remote-workstation

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

sentinel-util

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

osm-teams

Teams for OpenStreetMap!

mrworldwide

Query OSM planet stats with AWS Athena

sat-ml-training

Jupyter Notebook

tf-lambda-proxy-apigw

Terraform Module for API Gateway Proxy + AWS Lambda

supercluster-rs

Rust implementation of Supercluster for fast hierarchical point clustering

JosmMagicWand

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

ginkgo

Default theme for Open Atrium.

python-seed

Project template for Python projects

gl-director

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

our-forests-tomorrow

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

project-seed

A basic starting point for projects.

satTS

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

Jupyter Notebook

titiler-image

TiTiler extension to work with non-geo images

pearl-frontend

PEARL (Planetary Computer Land Cover Mapping) Frontend

bones-auth

Base authentication model, view and middleware

pydantic-ssm-settings

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

openlayers_slim

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

litecal

A lite clean calendar UI.

seed

DS templates for everything

sentinel-2-cog

Convert Sentinel-2 JPEG 2000 to COG with AWS Lambda

kenya-bank

Kenya Educational Mapping Site

co2ordinate

Find the most efficient place to gather GHG-wise

skynet-scrub

GUI for editing machine learning outputs

fastapi-authorization-gateway

aiocogeo-rs

Async GeoTIFF reader for Rust

warp-resample-profiling

Guidance and profiling results for warp resampling in Python

geofield

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

couch-sqlite

pointcloud-to-cog

Convert Point cloud data to Cloud Optimized GeoTIFF using AWS Lambda

stac-admin

UI to update collection and item meta data in STAC catalogs

hapi-paginate

A simple pagination for hapijs responses

connectivity-atlas

An interactive map of global infrastructure.

jake

Minimal, lightweight theme for Managing News.

skynet-scrub-server

Backing store for developmentseed/skynet-scrub

titiler-mvt

Create MVT dynamically from COG