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Remote Sensing Processor 0.2.2

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@simonreise simonreise released this 30 Apr 08:51
· 3 commits to master since this release

This update reworks semantic segmentation functions and improves processing speed and stability

  • Now uses xarray, dask and rioxarray instead of numpy and rasterio
  • Now stores tiles in zarr containers instead of hdf5
  • Syntax, inputs and outputs of all segmentation functions are reworked
  • Custom kwargs can be used when initialising models
  • Augmentations can be applied while training with augment arg
  • Dataset size can be increased by repeating it n times while training with repeat arg
  • Raster histograms now can be matched while creating mosaic using match_hist arg
  • Specific value in a raster can be replaced using replace_value function
  • Nodata value in a raster can be replaced using replace_nodata function
  • Vector file can be rasterized using rasterize function
  • Sentinel2 now can be upscaled using resampling algorithm. superres arg is renamed to upscale, resample arg added
  • Sentinel2 now can be normalized using normalize arg
  • Landsat thermal bands now can be normalized using normalize_t arg
  • clipper argument is renamed to clip
  • projection argument is renamed to crs