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titu1994 / Super-Resolution-using-Generative-Adversarial-Networks

An implementation of SRGAN model in Keras
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What's the turn of train models? #22

Closed dlongry closed 7 years ago

dlongry commented 7 years ago

Thank you for this great work. but I have a doubt when I using your model.py to train: Should I pretrain the SR network at first,then pretrain the Discriminator network. And at last, train the full network?

or just directly train the full network?

@titu1994

titu1994 commented 7 years ago

Follow the commented out procedure. First pretraijed the Discriminator then the SRGAN. The pre training for SRGAN was a test to see if it was learning anything on its own or not.

I don't really think this works to be honest. If you are hoping to get a upscaled image then i suggest going for the theano implementation by jcjohnson.

Somshubra Majumdar

On Mar 31, 2017 21:32, "dlongry" notifications@github.com wrote:

Thank you for this great work. but I have a doubt when I using your model.py to train: Should I pretrain the SR network at first,and then pretrain the Discriminator network.at last train the full network?

or just directly train the full network?

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dlongry commented 7 years ago

Thanks a lot. And could you give me the link to SRGAN implementation by jcjohnsom？ @titu1994

titu1994 commented 7 years ago

Just search in Google

Somshubra Majumdar

On Apr 3, 2017 20:54, "dlongry" notifications@github.com wrote:

Thanks a lot. And could you give me the link to SRGAN implementation by jcjohnsom？

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dlongry commented 7 years ago

Thanks for quickly reply. In fact，I have searched it in Google before I update my quetion. Maybe I used the fake Google. e... I can't find the SRGAN implementation by jcjohnsom that you said. so...Could you give me a hand?Thanks.@titu1994

ahundt commented 7 years ago

https://github.com/jcjohnson/torch-rnn

titu1994 commented 7 years ago

Sorry I was busy with an assignment deadline at that time. I made a mistake with the name. Its https://github.com/alexjc/neural-enhance.

Alexjc rather than jcjohnson. Sorry for the confusion.

dlongry commented 7 years ago

I get it. Thank you a lot for replying to me from your busy schedule.