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rajeevyasarla / Syn2Real

Syn2Real Transfer Learning for Image Deraining using Gaussian Processes
MIT License
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A question for the inference phase #13

Closed zhshi0816 closed 3 years ago

zhshi0816 commented 3 years ago

Hi,

Thanks for your contributions to the deraining research area. After going through the details of your work, I have a question about your algorithm. I notice that your real-world test dataset is the same as the real-world train dataset. My question is if I give you a new real-world rainy dataset, do you need to retrain the network? Or you can directly predict the results.

Looking forward to hearing from you.

Thanks.

rajeevyasarla commented 3 years ago

Yes, by retraining the network you might get better results. But, as it already trained on real rainy images, if they new rainy images are similar to the existing ones then no need of retraining