zorzi-s / projectRegularization
Regularization of Building Boundaries using Adversarial and Regularized losses
☆132Updated last year
Alternatives and similar repositories for projectRegularization:
Users that are interested in projectRegularization are comparing it to the libraries listed below
- Building footprint segmentation from satellite and aerial imagery☆141Updated 6 months 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
- Automated Building Detection using Deep Learning☆100Updated 2 months ago
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆66Updated last year
- ☆141Updated 4 months ago
- Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction☆108Updated 3 years ago
- PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images☆197Updated last year
- Official code for "Learning to Extract Building Footprints from Off-Nadir Aerial Images"☆90Updated 7 months ago
- Training dataset for supervised learning☆55Updated 4 years ago
- ☆81Updated 11 months ago
- Orthogonalize polygon in python by making all its angles 90 or 180 deg☆69Updated 4 years ago
- PyTorch implementation for multi-task learning with aerial images for the datasets: IEEE Data Fusion Contest 2018 (DFC2018) and ISPRS-Va…☆85Updated 5 years ago
- The winning solutions for the SpaceNet 6 Challenge☆74Updated 4 years ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆71Updated 7 months ago
- ☆55Updated 4 years ago
- Algorithmic baseline for SpaceNet 8 Challenge☆82Updated last year
- Road network extraction from satellite imagery, with speed and travel time estimates☆68Updated 4 years ago
- Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed…☆72Updated 2 years ago
- Building Segmentation Post-processing -- Contour regularization.☆110Updated 3 years ago
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆104Updated 4 years ago
- PaRK-Detect: Towards Efficient Multi-Task Satellite Imagery Road Extraction via Patch-Wise Keypoints Detection☆25Updated last year
- simultaneous extraction of building height and footprint☆57Updated last year
- The SpaceNet 7 Baseline Algorithm☆33Updated 4 years ago
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆47Updated 2 years ago
- ☆76Updated 9 months ago
- ☆38Updated 3 years ago
- VGG-16 Model to Segment Rooftops from Aerial Imagery☆31Updated last year
- a tool to convert .shp file (ArcGIS format) to .json file (COCO datasets).☆56Updated 5 years ago
- SAT2LoD2: Automated LoD-2 Model Reconstruction from Satellite-derived DSM and Orthophoto☆191Updated 8 months ago
- Urban change model designed to identify changes across 2 timestamps☆61Updated last year