Transforms can be stateless or stateful. A stateless transform is just a function that takes chunks and returns transformed chunks:
48x48 resolution. Higher resolution might reveal subtle differences that 48x48 misses. GlyphNet found 256x256 optimal for CNN features; the tradeoff for SSIM at that resolution is worth investigating.
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