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Add pad and cropping options to the Latent Diffusion Inferer (+ test). #421

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Oct 26, 2023
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Add pad and cropping options to the Latent Diffusion Inferer (+ test). #421

merged 2 commits into from
Oct 26, 2023

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virginiafdez
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Add padding and cropping options to the Latent Diffusion Inferer. Includes:

  • Modification of the init, call and sample methods, allowing to pad and then crop the LDM latent space
  • If these shape parameters aren't specified, this works as usual (they are defaulted to None).
  • Added a test on the test_latent_diffusion_inferer trying this new scenario both with VAE+DM and VQVAE+DM.

@virginiafdez virginiafdez linked an issue Sep 19, 2023 that may be closed by this pull request
Crop and pad in LatentDiffusionInferer #420
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marksgraham
marksgraham suggested changes Oct 5, 2023
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Hi @virginiafdez , looks good! Some suggestions about the naming of things and a request for more tests.

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Added changes: mainly changing the argument descriptions, and substit…
0cd2e52 
…uting VAE > autoencoder for generalisation purposes, as well as padder and cropper by ldm_resizer and autoencoder_resizer.
@virginiafdez
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All suggestions incorporated into the code and pushed.

@marksgraham marksgraham merged commit 1b34e60 into main Oct 26, 2023
@marksgraham marksgraham deleted the 420-crop-and-pad-in-latentdiffusioninferer branch October 26, 2023 14:44
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@marksgraham marksgraham marksgraham approved these changes

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Crop and pad in LatentDiffusionInferer
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