A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.
☆113Jun 24, 2020Updated 5 years ago
Alternatives and similar repositories for SpaceNetExploration
Users that are interested in SpaceNetExploration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Building footprint segmentation from satellite and aerial imagery☆165Jul 30, 2024Updated last year
- Automated building polygon extraction from satellite imagery☆15Oct 22, 2019Updated 6 years ago
- Building Footprint Detection from Satellite Images☆17Apr 6, 2021Updated 5 years ago
- Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery…☆282Jul 25, 2019Updated 6 years ago
- Practical Project for Semantic Segmentation of Building Footprint from Satellite Images☆29Sep 8, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine lear…☆247Jul 2, 2019Updated 6 years ago
- ☆47Sep 24, 2020Updated 5 years ago
- CosmiQ Works Geospatial Machine Learning Analysis Toolkit☆443Oct 21, 2025Updated 7 months ago
- LabelImg is a graphical image annotation tool and label object bounding boxes in images☆15Nov 21, 2017Updated 8 years ago
- Baseline models, scripts, and helper functions for the SpaceNet 4: Off-Nadir Building Detection Challenge☆18Jun 13, 2019Updated 7 years ago
- Building detector algorithms from second SpaceNet Challenge☆194Jun 18, 2020Updated 5 years ago
- ☆31Nov 20, 2025Updated 6 months ago
- This QGIS plugin regularizes building footprints detected with deep learning, including instance and semantic segmentation.☆16Sep 19, 2023Updated 2 years ago
- Automated Building Detection using Deep Learning☆103Dec 19, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Winning building footprint detector implementations from the SpaceNet challenges.☆156Mar 10, 2017Updated 9 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Nov 27, 2019Updated 6 years ago
- Boundary Enhancement Semantic Segmentation for Building Extraction from Remote Sensed Image☆36Oct 1, 2021Updated 4 years ago
- A web mapping app to test, tweak and train the land cover classification from a deep neural network model built by @microsoft☆14May 24, 2018Updated 8 years ago
- ☆11Jul 6, 2018Updated 7 years ago
- Upscaling satellite imagery using GAN by 4 times☆16Mar 14, 2022Updated 4 years ago
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆68Nov 30, 2023Updated 2 years ago
- Experimenting with convolutional neural networks (CNN) to detect buildings in satellite imagery☆12Feb 25, 2018Updated 8 years ago
- Training dataset for supervised learning☆59Apr 7, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is an API Framework for AI models to be hosted locally or on the AI for Earth API Platform (https://github.com/microsoft/AIforEarth-…☆76Jan 3, 2023Updated 3 years ago
- Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds☆2,056Aug 27, 2020Updated 5 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆100Feb 3, 2022Updated 4 years ago
- A curated list on building detection from remote sensing images☆88May 10, 2020Updated 6 years ago
- Open solution to the Mapping Challenge☆387Mar 22, 2021Updated 5 years ago
- First place solution for Open Cities DrivenData challenge☆48Mar 22, 2020Updated 6 years ago
- Extracting Buildings from Aerial Images☆11Dec 6, 2019Updated 6 years ago
- Automatic mapping of center pivot irrigation systems, planted forests and rural infrastructures☆24Mar 24, 2023Updated 3 years ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆202Aug 25, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Cloud Optimized GeoJSON spec☆38Sep 10, 2020Updated 5 years ago
- add readme.md☆13Sep 9, 2020Updated 5 years ago
- The source code of DARNet with Pytorch implementation； Remote sensing change detection☆16Jun 19, 2022Updated 3 years ago
- 手把手教你如何使用 mapbox/robosat 工具，基于深度学习训练，从常规的遥感影像瓦片地图服务中自动提取建筑物。☆118Aug 18, 2019Updated 6 years ago
- Data Preparation for Satellite Machine Learning☆469Oct 3, 2023Updated 2 years ago
- Experiments to detect and classify residential buildings from satellite images☆33Jan 7, 2020Updated 6 years ago
- Repository for Tuholske, C., Caylor, K., Funk, C., Verdin, A., Sweeney, S., Grace, K., ... & Evans, T. (2021). Global urban population ex…☆33May 5, 2023Updated 3 years ago