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jixiaozhong / RealSR

Real-World Super-Resolution via Kernel Estimation and Noise Injection
Apache License 2.0
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Can i apply this method on any image? #4

Open wxxxxxxh opened 4 years ago

wxxxxxxh commented 4 years ago

Hi~ Can I adopt this method on any real world images directly? Such like some face images collected from net? I have tried it these days and i observe that your method may cause over-sharp problem. Can you give me some suggestion about this? There is a couple of demos, i use the DPED.pth as the pretrained model. LR: Baidu_0000_1

SR: Baidu_0000_1-SR

jixiaozhong commented 4 years ago

DPED model produces a sharp result due to the training image quality is quite low (To produce a sharp result). Maybe using DF2K model on this image will generate a not bad result. The over-sharp problem is more obvious with human face. Currently we are trying to train a specific model on human face data. It could take us some time...

wxxxxxxh commented 4 years ago

Thanks for you reply. Look forward to your specific model on human face! And I will follow your advise to try the DF2K model on my face data.