SPINLab / geometry-learningLinks
A machine learning project for learning geospatial topology for the paper on https://arxiv.org/abs/1806.03857
☆35Updated 7 years ago
Alternatives and similar repositories for geometry-learning
Users that are interested in geometry-learning are comparing it to the libraries listed below
Sorting:
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆80Updated 2 years ago
- This repository contains a Python script (Jupyter notebook) implementing extraction of street blocks from OpenStreetMap (or other sources…☆28Updated 5 years ago
- ☆36Updated 2 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆95Updated 3 years ago
- This is the code repository for the paper entitked Towards General-Purpose Representation Learning of Polygonal Geometries.☆16Updated last year
- Pytorch implementation of the Loc2Vec with some modifications for speed☆54Updated 6 years ago
- Migrated to: https://gitlab.com/Oslandia/deeposlandia☆59Updated 5 years ago
- Place2Vec ground truth dataset☆30Updated 6 years ago
- Code for the research paper "Methodological Foundation of a Numerical Taxonomy of Urban Form"☆34Updated last year
- Multi-label Land Cover Classification with Deep Learning☆11Updated 5 years ago
- Regularization of Building Boundaries using Adversarial and Regularized losses☆140Updated last year
- ☆14Updated 2 years ago
- Deep Learning Datasets Maker is a QGIS plugin to make datasets creation easier for raster and vector data.☆50Updated 2 years ago
- A graph convolutional neural network for classification of building patterns using spatial vector data☆73Updated 4 years ago
- Broad Area Satellite Imagery Semantic Segmentation☆24Updated 6 years ago
- Spatial feature processing of satellite imagery☆32Updated 6 years ago
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆106Updated 5 years ago
- ☆18Updated last year
- Spatial classification and regression using Scikit-learn and Rasterio☆128Updated 2 years ago
- Historical OpenStreetMap Objects to Machine Learning Training Samples☆50Updated 2 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆157Updated 8 years ago
- https://wiki.openstreetmap.org/wiki/Microsoft_Building_Footprint_Data☆18Updated 8 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆80Updated 5 years ago
- Clustering spatial points with algorithm of Fast Search, high performace computing implements of CUDA or parallel in CPU, and runnable im…☆40Updated 6 years ago
- Winners of the Open Cities AI Challenge competition☆124Updated last year
- Road network extraction from satellite imagery, with speed and travel time estimates☆68Updated 5 years ago
- Tools for working with Microsoft ODBL buildings☆24Updated 6 years ago
- Trajectools - trajectory data analysis tools for the QGIS Processing toolbox☆61Updated last month
- Orthogonalize polygon in python by making all its angles 90 or 180 deg☆77Updated 4 years ago
- The SpaceNet 7 Baseline Algorithm☆33Updated 4 years ago