search

XPixelGroup / BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
https://basicsr.readthedocs.io/en/latest/
Apache License 2.0
6.46k stars 1.14k forks source link

how to accelerate ESRGAN? #203

Open yanmenglu opened 4 years ago

yanmenglu commented 4 years ago

@xinntao if I want to accelerate ESRGAN. could I compression RRDB（decrease RRDB number or replace RRDB with Res block) and replace vgg with mobilenet/shufflenet? could you give me some suggestion to accelerate ESRGAN? because I want to deploy ESRGAN in the smartphone.

xinntao commented 4 years ago

If you want to deploy the model in the smartphone, there is another research filed for your reference, such as <Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network>