GeoSeg

Tools for segmenting different elements such as trees and lane markers from satellite images.

It makes use of several open source libraries such as sam2 and samgeo.

Currently we support segmentation for

• Trees
• Roads
• Lane markers

Examples

Trees segmentation

Roads segmentation

Lane markers segmentation

Installation

Prerequisites

This library makes use of GDAL for efficiently downloading and handling satellite images.

Install GDAL and other prerequisites.

 sudo apt install libgdal-dev
 ```conda 

```sh
pip install --no-build-isolation --no-cache-dir --force-reinstall gdal 

If using conda:

conda install -c conda-forge gdal

conda install -c conda-forge localtileserver

Local installation

To install the library, run:

pip install -e .