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CelebA report - CNN layers

Created on July 4|Last edited on July 4

05101520253035404550556065encoded_dim708090100110120130140150loss8090100110120130140150160val_loss
Run set
6


encoded_dim = 64


Run set
1


Comments

  • Reconstructions look more accurate here, features such as gender, skin tone, hair color, face orientation seems to be captured
  • Some generations seems to be acceptable and coherent with the conditioned signal, but overall the space doesn't seem to be well regularized