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taey16 / pix2pixBEGAN.pytorch

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)
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Producing similar results #9

Open benkmoore opened 5 years ago

benkmoore commented 5 years ago

Hi,

When I train my model with the default training parameters on the cityscapes data sets I cant seem to produce your quality of images. I've attempted further training but the generator then learns to pass darker and darker images to the discriminator.

Attached is a sample what I achieve with default parameters after 500 epochs, 600 epochs and your results in the paper, respectively;

image

image

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Any advice on tuning training parameters or your approach would be great, Thanks!

benkmoore commented 5 years ago

@junyanz any ideas how to solve this?