AI · alternatives · 2026

24 alternatives to Data Preperation for Satellite Machine Learning Using OpenStreetMap

Data Preparation for Satellite Machine Learning. Contribute to developmentseed/label-maker development by creating an account on GitHub.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Data Preperation for Satellite Machine Learning Using OpenStreetMap launched in 2018; newer entries below may have overtaken it.

1
Comprehensive Tutorials in Deep Learning Using TensorFlow▲327
:satellite: Simple and ready-to-use tutorials for TensorFlow - GitHub - instillai/TensorFlow-Course: :satellite: Simple and ready-to-use tutorials for TensorFlow
2018 · github.com · its alternatives →
2OO
OpenFreeMap – Open-Source Map Hosting▲848
Hi HN, After 9 years of running my own OpenStreetMap tile server infra for MapHub (https://news.ycombinator.com/item?id=11389989), I've open-sourced it and launched OpenFreeMap. You can either self-host or use our public instance. Everything is open-source, including the full production setup — there’s no 'open-core' model here. Check out the repo (https://github.com/hyperknot/openfreemap). The map data comes from OpenStreetMap. I also provide weekly full planet downloads both in Btrfs and MBTiles formats. I aim to cover the running costs of the public…
2024 · openfreemap.org · its alternatives →
3
Flatmap – a new tool to make vector tiles from OpenStreetMap data fast▲158
Flexible tool to build planet-scale vector tilesets from OpenStreetMap data fast - onthegomap/planetiler
2021 · github.com · its alternatives →
4
A simple CLI tool to generate satellite images of a location▲303
Satellite imagery for dummies. Contribute to plant99/felicette development by creating an account on GitHub.
2020 · github.com · its alternatives →
5
TensorFlow 1.0▲823
Open-source machine learning library by Google
2017 · tensorflow.org · its alternatives →
6
GitMap – Interactive map of top 10,000 repos clustered into ecosystems▲79
2016 · oracleofnj.github.io · its alternatives →
7
Deep Learning in TensorFlow – The Roadmap for Study and Learning▲146
:satellite: Organized & Useful Resources about Deep Learning with TensorFlow - astorfi/TensorFlow-World-Resources
2019 · github.com · its alternatives →
8MO
Moonshine – open-source, pretrained ML models for satellite▲86
Hey HackerNews, Today I'd like to share my open source project, Moonshine! Pretrained vision models are a popular way to reduce how much data you need and to speed up training, but for remote sensing (i.e. aerial, satellite) it can be a challenge to find good weights. Why use Moonshine? 1. Pretrained on multispectral data: Existing popular CV packages are nice to use but are trained on ImageNet or similar, meaning that not only is the domain of the pretraining different, but you may be restricted to only 3 channels. For remote sensing platforms with multispectral data, this might be a…
2023 · moonshineai.readthedocs.io · its alternatives →
9
Simple Mbtiles Server – Self-host the entire planet of OpenStreetMaps▲203
simple mbtiles server. Contribute to markuman/sms development by creating an account on GitHub.
2024 · github.com · its alternatives →
10
Mask R-CNN Neural Network for Mapping Sport Fields in OpenStreetMap▲94
Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun. - jremillard/images-to-osm
2018 · github.com · its alternatives →
11
TensorFlow-Resources – Organized and Useful Resources about TensorFlow▲152
:satellite: Organized & Useful Resources about Deep Learning with TensorFlow - astorfi/TensorFlow-World-Resources
2018 · github.com · its alternatives →
12
MindsDB▲235
In-database machine learning
2022 · its alternatives →
13TD
Tilemaker – DIY vector tiles from OpenStreetMap data▲112
2021 · tilemaker.org · its alternatives →
14
Satellite imagery and machine learning outputs inline in your terminal▲13
Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal. - daleroberts/bv
2016 · github.com · its alternatives →
15
Terrapattern▲77
A visual search tool for satellite imagery
2016 · terrapattern.com · its alternatives →
16
TensorPort▲143
Help teams apply machine learning to real-world applications
2017 · its alternatives →
17
AlphaEarth Foundations▲126
A "virtual satellite" to map Earth in unprecedented detail
2025 · deepmind.google · its alternatives →
18
Monochōme▲69
Custom map-based clothing from OpenStreetMap data
2014 · monochome.com · its alternatives →
19
MapJam▲137
Beautiful personalized map sharing
2014 · its alternatives →
20
OpenStreetMap▲63
Hey HN, jvaclavik here from OpenClimbing team! We are thrilled to release version 2.0 of our fully opensource/opendata climbing guide. Based on OpenStreetMap for map-data and Wikimedia Commons for images, we created a (hopefully) user-friendly app which completely uses these open databases, thus contributing data back to commons. We designed a simple and powerful notation for drawing climbing routes directly over the Wikimedia pictures: - https://wiki.openstreetmap.org/wiki/Key:wikimedia_commons:pa... Check out the release article for a ton of new features, or go…
2014 · openstreetmap.org · its alternatives →
21
Cortex▲81
Deploy, manage, and scale machine learning applications
2019 · its alternatives →
22OA
Open Avalanche Project – Using ML to Improve Avalanche Forecasting▲42
2018 · openavalancheproject.org · its alternatives →
23
gimbap▲70
A developer tool for microservice clustering recommendations
2021 · its alternatives →
24
An open source implementation of OpenStreetMap in Electron▲10
Cartography resources. Contribute to GuildMasterDev/Cartographer development by creating an account on GitHub.
2025 · github.com · its alternatives →

Also compare

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →