Add uncertainty / softmax / logit compression #2
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This conversion script adds uncertainty / softmax / logit compression to reduce disk space consumption when saving these files.
It supports three modes: 8-Bit, 16-Bit and 32-Bit compression.
Even for the 8-Bit compression there is probably no difference or loss in performance measurable for downstream-tasks.
The relevant functions are:
save_compressed_all: Compresses all Nifti files in a directory.save_compressed: Compresses a single Nifti file.compress_and_save: Compresses an image and saves it.load_compressed: Loads a compressed image in Zarr format, decompresses it and returns the decompressed image.Best,
Karol