Trained 1CH VAE model from 6/8/24

URL: https://datahub.duramat.org/dataset/919a555d-dd97-46ad-b77c-ae7e8894e6c4/resource/752ad8af-401e-4161-b17f-c61810dbe6ec/download/model_newimg_upepochs.pth

Code available at https://github.com/sandialabs/pvcracks/

  • This VAE model is for the one channel version, it only uses the crack masks of the Electroluminescence images.
  • The purpose is to parametrize the crack masks and compress the information into latent vectors.
  • Latent space visualization can be used to cluster the images in categories according to severity of damage.
  • Visualization can also be used to generate new crack masks within a certain cluster.
  • Latent vectors can also be used to correlate to power loss using the additional model in the pvcracks repo.

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Resource Metadata

data quality Good
data type Other
instrument SNL
size 290 MiB

Last updated July 4, 2024
Created July 4, 2024
Format pth
License No License Provided