rodekruis / automated-building-detectionLinks
Automated Building Detection using Deep Learning
☆101Updated 9 months ago
Alternatives and similar repositories for automated-building-detection
Users that are interested in automated-building-detection are comparing it to the libraries listed below
Sorting:
- Regularization of Building Boundaries using Adversarial and Regularized losses☆144Updated 2 years ago
- Orthogonalize polygon in python by making all its angles 90 or 180 deg☆77Updated 4 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆97Updated 3 years ago
- Building footprint segmentation from satellite and aerial imagery☆159Updated last year
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆107Updated 5 years ago
- Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.☆203Updated 2 years ago
- Python library for cleaning and regularising building footprints in geospatial data, aligning edges to principal directions and simplifyi…☆175Updated 2 months ago
- Tree detection from aerial imagery in Python☆267Updated last week
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆282Updated 11 months ago
- Image segmentations of trees outside forest☆169Updated 9 months ago
- Deep learning applied to georeferenced datasets☆177Updated last week
- ☆52Updated last year
- Road and Building Segmentation in Satellite Imagery☆143Updated 2 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆161Updated 2 years ago
- GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)☆90Updated last year
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆82Updated 2 years ago
- Exploring the use of machine learning to convert a Digital Surface Model (e.g. SRTM) to a Digital Terrain Model☆69Updated 4 years ago
- ☆73Updated last year
- A toolkit that enables building damage assessments from remotely sensed imagery.☆135Updated 6 months ago
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆80Updated 3 years ago
- simultaneous extraction of building height and footprint☆61Updated last year
- An open-source semi-automated processing chain for urban OBIA classification.☆75Updated 5 years ago
- AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.☆203Updated this week
- The SpaceNet 7 Baseline Algorithm☆34Updated 4 years ago
- Deepness is a remote sensing plugin that enables deep learning inference in QGIS☆171Updated 3 months ago
- Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)☆166Updated 4 months ago
- Software for working with satellite & aerial imagery ML datasets☆142Updated this week
- Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction☆112Updated 4 years ago
- Deep Learning Datasets Maker is a QGIS plugin to make datasets creation easier for raster and vector data.☆51Updated 2 years ago
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆67Updated last year