loosgagnet / Building-detection-and-roof-type-recognition
Training dataset for supervised learning
☆49Updated 4 years ago
Related projects: ⓘ
- ☆33Updated 3 years ago
- Automated Building Detection using Deep Learning☆93Updated 2 years ago
- Regularization of Building Boundaries using Adversarial and Regularized losses☆119Updated 11 months ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆91Updated 2 years ago
- VGG-16 Model to Segment Rooftops from Aerial Imagery☆29Updated last year
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆63Updated 9 months ago
- A curated list on building detection from remote sensing images☆83Updated 4 years ago
- Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction☆104Updated 3 years ago
- Orthogonalize polygon in python by making all its angles 90 or 180 deg☆25Updated 3 years ago
- Building footprint segmentation from satellite and aerial imagery☆127Updated last month
- Experiments to detect and classify residential buildings from satellite images☆30Updated 4 years ago
- ☆126Updated 9 months ago
- simultaneous extraction of building height and footprint☆50Updated 8 months ago
- ☆35Updated 3 years ago
- Official code for "Learning to Extract Building Footprints from Off-Nadir Aerial Images"☆81Updated 2 months ago
- Road Detection from satellite images using U-Net.☆53Updated 8 months ago
- Exploring the use of machine learning to convert a Digital Surface Model (e.g. SRTM) to a Digital Terrain Model☆59Updated 3 years ago
- Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed…☆69Updated last year
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆40Updated 2 weeks ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆66Updated 4 years ago
- Mask RCNN trained to detect buildings from the SpaceNet Off Nadir dataset☆18Updated 4 years ago
- Multi-Class Semantic Segmentation on Dubai's Satellite Images.☆74Updated last year
- The SpaceNet 7 Baseline Algorithm☆33Updated 3 years ago
- Aerial Imagery dataset for Shadow Detection☆23Updated 2 years ago
- Building-a-nets: robust building extraction from high-resolution remote sensing images with adversarial networks☆28Updated 6 years ago
- Building Extraction / Semantic Segmentation from remote sensing images☆30Updated last year
- Urban change model designed to identify changes across 2 timestamps☆61Updated last year
- ☆68Updated 6 months ago
- ☆40Updated 3 years ago
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆99Updated 4 years ago