A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.
☆111Jun 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
Sorting:
- Building footprint segmentation from satellite and aerial imagery☆164Jul 30, 2024Updated last year
- Automated building polygon extraction from satellite imagery☆15Oct 22, 2019Updated 6 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
- Building Footprint Detection from Satellite Images☆17Apr 6, 2021Updated 4 years ago
- Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.☆202Jun 29, 2023Updated 2 years ago
- Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine lear…☆248Jul 2, 2019Updated 6 years ago
- CosmiQ Works Geospatial Machine Learning Analysis Toolkit☆440Oct 21, 2025Updated 4 months ago
- Practical Project for Semantic Segmentation of Building Footprint from Satellite Images☆27Sep 8, 2021Updated 4 years ago
- LabelImg is a graphical image annotation tool and label object bounding boxes in images☆15Nov 21, 2017Updated 8 years ago
- A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery☆68Nov 30, 2023Updated 2 years ago
- ☆31Nov 20, 2025Updated 3 months ago
- ☆47Sep 24, 2020Updated 5 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆156Mar 10, 2017Updated 8 years ago
- Automated Building Detection using Deep Learning☆102Dec 19, 2024Updated last year
- Automatic mapping of center pivot irrigation systems, planted forests and rural infrastructures☆23Mar 24, 2023Updated 2 years ago
- Baseline models, scripts, and helper functions for the SpaceNet 4: Off-Nadir Building Detection Challenge☆18Jun 13, 2019Updated 6 years ago
- Road Segmentation in Satellite Aerial Images☆61Apr 10, 2020Updated 5 years ago
- Boundary Enhancement Semantic Segmentation for Building Extraction from Remote Sensed Image☆35Oct 1, 2021Updated 4 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
- ☆13May 12, 2021Updated 4 years ago
- Building detector algorithms from second SpaceNet Challenge☆194Jun 18, 2020Updated 5 years ago
- Releasing building footprint polygons for Kenya and Nigeria derived from satellite imagery using machine learning☆42Nov 7, 2024Updated last year
- A curated list on building detection from remote sensing images☆87May 10, 2020Updated 5 years ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆201Aug 25, 2022Updated 3 years ago
- Cloud Optimized GeoJSON spec☆38Sep 10, 2020Updated 5 years ago
- Project to train/evaluate convolutional neural networks to count cars from COWC aerial images☆46Nov 30, 2018Updated 7 years ago
- Experimenting with convolutional neural networks (CNN) to detect buildings in satellite imagery☆12Feb 25, 2018Updated 8 years ago
- ☆11Jul 6, 2018Updated 7 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Nov 27, 2019Updated 6 years ago
- Open solution to the Mapping Challenge☆388Mar 22, 2021Updated 4 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆35May 29, 2023Updated 2 years ago
- Tutorial and examples of how to use the QGIS geometry generator☆13Oct 7, 2019Updated 6 years ago
- Shoreline detection on oblique images of beaches using a HED CNN approach.☆13Aug 28, 2019Updated 6 years ago
- Extracting Buildings from Aerial Images☆11Dec 6, 2019Updated 6 years ago
- Satellite Imagery preprocessing for object detection☆14Aug 21, 2018Updated 7 years ago
- Data Preparation for Satellite Machine Learning☆471Oct 3, 2023Updated 2 years ago
- Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds☆2,050Aug 27, 2020Updated 5 years ago
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆194Jun 17, 2021Updated 4 years ago
- Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep…☆196Jan 16, 2020Updated 6 years ago