Download
RoboSat is an end-to-end pipeline written in Python 3 for feature extraction from aerial and satellite imagery. Features can be anything visually distinguishable in the imagery for example: buildings, parking lots, roads, or cars.
Features
- Data preparation: creating a dataset for training feature extraction models
- Training and modeling: segmentation models for feature extraction in images
- Post-processing: turning segmentation results into cleaned and simple geometries
- The data preparation tools help you with getting started creating a dataset for training feature extraction models
- The modelling tools help you with training fully convolutional neural nets for segmentation
- Documentation available
Project Samples
Categories
Machine LearningLicense
MIT LicenseFollow RoboSat
Other Useful Business Software
99.99% Uptime for MySQL and PostgreSQL Databases
Cloud SQL Enterprise Plus delivers near-zero downtime with 35 days of point-in-time recovery. Supports MySQL, PostgreSQL, and SQL Server.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of RoboSat!
