https://github.com/osgeonepal/geotile

GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)
https://github.com/osgeonepal/geotile

geotile geotiler gis gistile map-tiles python raster remote-sensing satellite-imagery spatialdata tiff tiff-tile tiles tiling tiling-image

Last synced: 9 days ago
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GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)

• Host: GitHub
• URL: https://github.com/osgeonepal/geotile
• Owner: osgeonepal
• License: mit
• Created: 2022-06-29T02:53:38.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-02-28T00:12:10.000Z (9 months ago)
• Last Synced: 2024-05-23T07:47:16.730Z (6 months ago)
• Topics: geotile, geotiler, gis, gistile, map-tiles, python, raster, remote-sensing, satellite-imagery, spatialdata, tiff, tiff-tile, tiles, tiling, tiling-image
• Language: Python
• Homepage: https://geotile.readthedocs.io
• Size: 123 KB
• Stars: 65
• Watchers: 2
• Forks: 9
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • Changelog: ChangeLog.MD
  • License: LICENSE

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• awesome-meteo - GeoTile

README

        
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# GeoTile

GeoTile is an open-source python library for creating and manipulating the tiles of the raster dataset. The package will be very useful for managing the raster tiles which can be used for deep learning traing dataset.

## Full documentation

The complete documentation of this package is available here: https://geotile.readthedocs.io/en/latest/

## Installation

The easy installation of `geotile` is by using `conda` environment,

```shell

conda install -c conda-forge geotile

```

If you want to install it for `pip`, check the documentation here: https://geotile.readthedocs.io/en/latest/pages/install.html

## Some basic examples

Please check the complete documentation here: https://geotile.readthedocs.io/en/latest/

```shell

from geotile import GeoTile

gt = GeoTile(r"path/to/raster/data.tif")

# to generate the tiles of raster

gt.generate_tiles(r'/path/to/output/folder', tile_x=256, tile_y=256, stride_x=256, stride_y=256)

# to generate the tiles of selected bands only

gt.generate_tiles(r'/path/to/output/folder', bands=[4, 3, 2], tile_x=256, tile_y=256, stride_x=256, stride_y=256)

# to merge the tiles

from geotile import mosaic

mosaic('/path/to/input/folder/tiles', output_file='path/to/output/file.tif')

# to generate the raster mask from shapefile

gt.mask('/path/to/shapefile.shp', '/path/to/output/file.tif')

# to rasterize the shapefile based on column value,

gt.rasterization(input_vector='path/to/shp.shp', out_path='path/to/output.tif' value_col="value_col")

# to close the file

gt.close()

```