Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.
☆247Jul 2, 2019Updated 6 years ago
Alternatives and similar repositories for utilities
Users that are interested in utilities are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Winning building footprint detector implementations from the SpaceNet challenges.☆156Mar 10, 2017Updated 9 years ago
- Building detector algorithms from second SpaceNet Challenge☆194Jun 18, 2020Updated 5 years ago
- The purpose of the visualizer application is to let you view 3-band and 8-band images, view ground truth building footprints and your sol…☆18Dec 27, 2016Updated 9 years ago
- Python code for transforming SpaceNet building labels☆19Jun 27, 2019Updated 6 years ago
- Baseline models, scripts, and helper functions for the SpaceNet 4: Off-Nadir Building Detection Challenge☆18Jun 13, 2019Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Scripts for setting up the SpaceNet dataset for training a SegNet model☆43Oct 7, 2016Updated 9 years ago
- Python code to evaluate the APLS metric☆112Jul 14, 2020Updated 5 years ago
- CosmiQ Works Geospatial Machine Learning Analysis Toolkit☆443Oct 21, 2025Updated 7 months ago
- Detect buildings in the Spacenet satellite imagery dataset using Single Shot MultiBox Detector (SSD)☆57Jan 30, 2017Updated 9 years ago
- This is a tutorial on training a network to detect buildings with the SpaceNet data.☆25Apr 17, 2018Updated 8 years ago
- ☆44Mar 14, 2018Updated 8 years ago
- Training and test the SegNet neural network on satellite imagery☆204May 2, 2018Updated 8 years ago
- Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge☆174Jul 27, 2020Updated 5 years ago
- Winning Solutions from SpaceNet Road Detection and Routing Challenge☆216Jul 6, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆113Jun 24, 2020Updated 5 years ago
- Tutorials and workshop materials for solaris☆24Nov 18, 2019Updated 6 years ago
- General CLI for DeepCore☆15May 2, 2018Updated 8 years ago
- Mask-RCNN baseline for the crowdAI Mapping Challenge☆263Apr 14, 2021Updated 5 years ago
- [DEPRECATED] Data pipeline for machine learning with OpenStreetMap☆168Oct 12, 2018Updated 7 years ago
- Baseline models, scoring, and inference for the xView 2018 Challenge (i.e., xview1)☆78Jul 12, 2018Updated 7 years ago
- Comet Time Series Toolset for working with a time-series of remote sensing imagery and user defined polygons☆62Oct 23, 2019Updated 6 years ago
- ☆32Sep 10, 2018Updated 7 years ago
- Rapid satellite imagery object detection☆336Jul 16, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Starter kit for getting started in the crowdAI Mapping Challenge☆39May 7, 2018Updated 8 years ago
- repository for converting SBD labels to SpaceNet version 2 labels☆12May 15, 2017Updated 9 years ago
- An open source library and framework for deep learning on satellite and aerial imagery.☆2,220Updated this week
- Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymy…☆262Jul 22, 2021Updated 4 years ago
- Deep networks for Earth Observation☆484Oct 23, 2019Updated 6 years ago
- Utilities for processing the xView 2018 dataset (i.e., xview1)☆54Apr 30, 2018Updated 8 years ago
- ☆42Feb 27, 2018Updated 8 years ago
- Train a deep learning net with OpenStreetMap features and satellite imagery.☆1,330Mar 13, 2017Updated 9 years ago
- Semantic segmentation with dilated convolution in keras☆14Apr 23, 2017Updated 9 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery☆673Oct 25, 2018Updated 7 years ago
- USSOCOM Urband 3D mapper Marathon Match☆44Jul 6, 2021Updated 4 years ago
- Data Preparation for Satellite Machine Learning☆469Oct 3, 2023Updated 2 years ago
- Super-Resolution Utilities for managing large satellite images☆16Nov 27, 2018Updated 7 years ago
- Space Net Three Competition code☆94Feb 10, 2018Updated 8 years ago
- The SpaceNet 7 Baseline Algorithm☆35Oct 27, 2020Updated 5 years ago
- 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning☆3,892Jul 14, 2022Updated 3 years ago