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Boundary Equilibrium Generative Adversarial Networks

Loss Function

  • using l1 loss. You can see the details in began_model.py line 233~236.

Architecture Networks

  • Maybe, same as in the BEGAN paper. But *different hyper-parameters :).

Tensorboard

result

Result

Name Global Step 50k Global Step 100k Global Step 300k
BEGAN Generated Image Generated Image Generated Image

Took about 28800 seconds on GTX 1080.

To-Do

  • Add Loss Function & Explains