Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

Import OpenStreetMap data into a PostgreSQL/PostGIS database

A pipeflow calculation tool that complements pandapower in the simulation of multi energy grids

Python bindings for the OpenStreetMap Overpass API

Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, …

Historical OpenStreetMap Objects to Machine Learning Training Samples

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Procedural 3D data generation pipeline for architecture

Repository with the code for generation of urban datasets (top view / masterplan) based on QGis software.

Vue 2 components for Leaflet maps

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

An example project featuring Vue.js and Django Rest Framework using django-rest-auth

A binary shapefile loader and canvas-based renderer, for javascript. Many caveats.

StyleGAN2 - Official TensorFlow Implementation with practical improvements

This library reads and writes ESRI Shapefiles in pure Python.

AWS Elastic Beanstalk NodeJS sample application

Converts a polygon filter to a GeoJSON

Docker file for a minimal effort OpenStreetMap tile server

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Clone a voice in 5 seconds to generate arbitrary speech in real-time

The PostGIS Add-ons attempt to gather, in a single .sql file, useful and generic user contributed PL/pgSQL functions and to provide a fast and Agile release cycle.

A predictive model developed to identify medium-voltage electrical distribution grid infrastructure using publicly available data sources.

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Rapid satellite imagery object detection

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

GeoTools extension to support 3D operations

This package provides the Database Access Layer (DAL) for the IntegrCiTy toolchain.