This update reworks semantic segmentation functions and improves processing speed and stability
- Now uses
xarray
,dask
andrioxarray
instead ofnumpy
andrasterio
- 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 toupscale
,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 toclip
projection
argument is renamed tocrs