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kozistr / ESRGAN-tensorflow

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution
https://arxiv.org/abs/1809.00219
Apache License 2.0
34 stars 5 forks source link

ESRGAN for Godot #1

Open fire opened 5 years ago

fire commented 5 years ago

I'm the developer of Tensorflow for Godot. https://github.com/godot-extended-libraries/godot-tensorflow-workspace

Do you know how difficult to make this model a Tensorflow2.0alpha lite model?

fire commented 5 years ago

I am also looking at https://github.com/tensorlayer/srgan ,but it's not opensource.

fire commented 5 years ago

Also, https://github.com/brade31919/SRGAN-tensorflow.

kozistr commented 5 years ago

hello! As i think, it's not difficult to make tihs model (ESRGAN) and others (e.g SRGAN, etc...) too!

In tensorflow 2.0, most of previous APIs (legacy APIs, e..g) tf.layers ) are re/moved, ported into tf.keras. So, maybe, you can just use the keras implementation w/ some modifications!

the SRGAN implementation, above the link, uses tf.layers for building the network. which means, maybe, you need to port their codes fitting into tf 2.0.

if you have more questions, please feel free to leave a comment here!

thanks in advance!