Meta AI' Segment Anything Model (SAM) for Geospatial Data

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  • License: MIT License (MIT license)
  • Author: Qiusheng Wu
  • Tags samgeo
  • Requires: Python >=3.8
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Project description

segment-geospatial

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A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

The segment-geospatial package draws its inspiration from segment-anything-eo repository authored by Aliaksandr Hancharenka. To facilitate the use of the Segment Anything Model (SAM) for geospatial data, I have developed the segment-anything-py and segment-geospatial Python packages, which are now available on PyPI and conda-forge. My primary objective is to simplify the process of leveraging SAM for geospatial data analysis by enabling users to achieve this with minimal coding effort. I have adapted the source code of segment-geospatial from the segment-anything-eo repository, and credit for its original version goes to Aliaksandr Hancharenka.

Features

  • Download map tiles from Tile Map Service (TMS) servers and create GeoTIFF files
  • Segment GeoTIFF files using the Segment Anything Model (SAM)
  • Save segmentation results as common vector formats (GeoPackage, Shapefile, GeoJSON, etc.)
  • Visualize segmentation results on interactive maps

Examples

Demos

  • Automatic mask generator

Acknowledgements

This package was made possible by the following open source projects. Credit goes to the developers of these projects.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for giswqs from gravatar.com giswqs

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT license)
  • Author: Qiusheng Wu
  • Tags samgeo
  • Requires: Python >=3.8
Classifiers

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0.12.3

0.12.2

0.12.1

0.12.0

0.11.5

0.11.4

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0.11.0

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0.5.0

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0.4.0

0.3.0

0.2.0

0.1.0

0.0.3

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