Trained 1CH VAE model from 6/8/24
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.
There are no views created for this resource yet.
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 |