Train a deep learning net with OpenStreetMap features and satellite imagery.
☆1,329Mar 13, 2017Updated 9 years ago
Alternatives and similar repositories for DeepOSM
Users that are interested in DeepOSM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [DEPRECATED] Data pipeline for machine learning with OpenStreetMap☆168Oct 12, 2018Updated 7 years ago
- Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymy…☆262Jul 22, 2021Updated 4 years ago
- OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "…☆197Nov 22, 2022Updated 3 years ago
- Using convolutional neural networks to pre-classify images for the humanitarian openstreetmap team (HOT & mapgive).☆43Apr 1, 2018Updated 8 years ago
- Training and test the SegNet neural network on satellite imagery☆204May 2, 2018Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Enabling journalists, citizen scientists, humanitarian workers and others to detect “patterns of interest” in satellite imagery.☆598Jul 11, 2018Updated 7 years ago
- Deep learning pipeline for orbital satellite data for detecting clouds☆300Nov 14, 2016Updated 9 years ago
- Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds☆2,056Jun 17, 2026Updated last week
- A convolutional neural network that identifies water in satellite images.☆252Feb 19, 2017Updated 9 years ago
- Deep networks for Earth Observation☆484Oct 23, 2019Updated 6 years ago
- An open source library and framework for deep learning on satellite and aerial imagery.☆2,222Jun 4, 2026Updated 3 weeks ago
- Scripts for setting up the SpaceNet dataset for training a SegNet model☆43Oct 7, 2016Updated 9 years ago
- An open source suite of js validators for OpenStreetMap data, to identify common geometry and metadata problems at scale.☆84Jul 20, 2018Updated 7 years ago
- Geospatial Image Processing for Python☆84Jan 6, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A step-by-step Jupyter Notebook designed to learn the Robosat machine learning pipeline☆27May 31, 2019Updated 7 years ago
- A utility to search, download and process Landsat 8 satellite imagery☆697Apr 14, 2022Updated 4 years ago
- Portable OpenStreetMap - offline mapping and field enumeration (log issues here)☆229Aug 30, 2022Updated 3 years ago
- Utility for downloading and processing OSM metadata☆44Apr 27, 2015Updated 11 years ago
- A Jupyter notebook extension for geospatial visualization and analysis☆1,087Jan 21, 2019Updated 7 years ago
- An accessible PostGIS query editor and visualizer.☆192Jun 3, 2018Updated 8 years ago
- Macrocosm is a partial port of the Open Street Map Rails API in NodeJS☆49May 1, 2017Updated 9 years ago
- Data Preparation for Satellite Machine Learning☆469Oct 3, 2023Updated 2 years ago
- mapreduce vector tile processing☆185Jun 17, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine lear…☆247Jul 2, 2019Updated 6 years ago
- Rasterio reads and writes geospatial raster datasets☆2,537Jun 22, 2026Updated last week
- A lightweight express app and leaflet frontend for previewing PostGIS queries☆274Apr 28, 2022Updated 4 years ago
- Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.☆505Dec 8, 2022Updated 3 years ago
- Scripts and other artifacts for landsat data ingestion into Amazon public hosting.☆103Jan 4, 2019Updated 7 years ago
- MrGeo is a geospatial toolkit designed to provide raster-based geospatial capabilities that can be performed at scale. MrGeo is built upo…☆210Dec 16, 2022Updated 3 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆82Mar 24, 2023Updated 3 years ago
- Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"☆1,006Mar 18, 2018Updated 8 years ago
- OpenAerialMap is an open service to provide access to a commons of openly licensed imagery and map layer services.☆296Jun 22, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Backend code for osm-analytics☆15Dec 8, 2022Updated 3 years ago
- Deep learning library featuring a higher-level API for TensorFlow.☆9,577May 6, 2024Updated 2 years ago
- Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning☆3,170Aug 30, 2021Updated 4 years ago
- Dynamic tiling of raster data for OpenAerialMap + others☆126Jul 10, 2020Updated 5 years ago
- Fast, flexible and fun neural networks.☆1,312Sep 13, 2022Updated 3 years ago
- Make maps with OpenStreetMap and Mapnik☆749Mar 13, 2025Updated last year
- Virtual catalogs for marblecutter☆50Jul 20, 2020Updated 5 years ago