RoboSat

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

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License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-12

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