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add support decoding vae with DWT (discrete wavelet transform):

allow restore 512x512 images

thanks a lot @bes for issue #42 with this idea 👍

vae = get_vae(dwt=True)

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codecov-commenter commented Nov 8, 2021

Codecov Report

Merging #43 (d5d131b) into master (a23a834) will decrease coverage by 7.48%.
The diff coverage is 41.58%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master      #43      +/-   ##
==========================================
- Coverage   73.66%   66.18%   -7.49%     
==========================================
  Files          20       22       +2     
  Lines        1010     1304     +294     
==========================================
+ Hits          744      863     +119     
- Misses        266      441     +175     
Impacted Files Coverage Δ
rudalle/vae/__init__.py 50.00% <25.00%> (-11.12%) ⬇️
rudalle/vae/pytorch_wavelets_utils.py 29.38% <29.38%> (ø)
rudalle/vae/decoder_dwt.py 82.75% <82.75%> (ø)
rudalle/__init__.py 100.00% <100.00%> (ø)
rudalle/vae/model.py 97.33% <100.00%> (+0.15%) ⬆️

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@ghost
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ghost commented Nov 8, 2021

Works for me with vae = get_vae(dwt=True). Thanks for implementing the feature so quickly!

@shonenkov
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@blue-fish welcome 🙏 up version will be tomorrow with pip 💤

@shonenkov shonenkov merged commit 5488289 into master Nov 9, 2021
@shonenkov shonenkov deleted the feature/dwt_vae branch November 19, 2021 15:29
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