SPINLab / geometry-learningLinks
A machine learning project for learning geospatial topology for the paper on https://arxiv.org/abs/1806.03857
☆37Updated 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:
- This repository contains a Python script (Jupyter notebook) implementing extraction of street blocks from OpenStreetMap (or other sources…☆28Updated 5 years ago
- Pytorch implementation of the Loc2Vec with some modifications for speed☆56Updated 6 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆80Updated 2 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆96Updated 3 years ago
- ☆37Updated 2 years ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆68Updated 5 years ago
- Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distribution…☆131Updated 2 years ago
- Regularization of Building Boundaries using Adversarial and Regularized losses☆141Updated last year
- Course materials for big data and urban computing (2020 fall semester).☆43Updated 4 years ago
- Mask R-CNN in GRASS GIS☆41Updated 4 years ago
- Map Construction Algorithms☆69Updated 7 years ago
- Automated Building Detection using Deep Learning☆101Updated 8 months ago
- A graph convolutional neural network for classification of building patterns using spatial vector data☆72Updated 4 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆85Updated 8 years ago
- List of labelled remote sensing datasets for use in deep learning.☆58Updated 8 years ago
- ☆46Updated 7 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆156Updated 8 years ago
- Road Segmentation in Satellite Aerial Images☆60Updated 5 years ago
- Tools for working with Microsoft ODBL buildings☆24Updated 6 years ago
- ☆63Updated last year
- Python code to evaluate the APLS metric☆114Updated 5 years ago
- Historical OpenStreetMap Objects to Machine Learning Training Samples☆50Updated 2 years ago
- Orthogonalize polygon in python by making all its angles 90 or 180 deg☆77Updated 4 years ago
- This is the code repository for the paper entitked Towards General-Purpose Representation Learning of Polygonal Geometries.☆16Updated last year
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆82Updated 6 years ago
- Code for constructing the urban environments dataset and for land use classification via convolutional neural networks☆116Updated 7 years ago
- A network-based python package to understand and model urban complexity☆161Updated last week
- GDAL Segment☆64Updated 7 years ago
- Tree detection from aerial imagery in Python☆267Updated this week
- CDTStudio is an open-source and cross-platform desktop software in object-based image analysis (OBIA or GeoOBIA)☆46Updated 5 years ago