geotiff-tiler-res 0.1.0

A tool to export georeferenced GeoTIFF tiles and labels from raster and classification data.

GeoTIFF Tiler A Python package to export georeferenced GeoTIFF tiles and labels from raster and classification data. Installation Install via pip: pip install geotiff_tiler

Usage Run the command-line tool: geotiff-tiler /path/to/input_dir /path/to/output_dir --tile-size 1024 --stride 512 --class-value-field road_type

Arguments

input_dir: Directory containing subdirectories with .tif and .geojson files. output_dir: Directory to save output tiles. --tile-size: Size of each tile in pixels (default: 1024). --stride: Step size between tiles in pixels (default: 512). --class-value-field: Field name for class values in vector data (default: "road_type"). --no-resume: Disable resuming existing tiles.

Programmatic Usage from geotiff_tiler import export_geotiff_tiles, process_directory

Process a directory

process_directory( input_dir="/path/to/input", output_dir="/path/to/output", tile_size=1024, stride=512, class_value_field="road_type", resume=True )

Export tiles for a single raster

stats = export_geotiff_tiles( in_raster="input.tif", out_folder="output", in_class_data="classes.geojson", tile_size=1024, stride=512, class_value_field="road_type" )

Dependencies

numpy>=1.21 rasterio>=1.3 geopandas>=0.10 shapely>=1.8 matplotlib>=3.5 tqdm>=4.60

License MIT License