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when testing the best checkpoint, which when the sequence is in /valid the PSNR is 36.038 during training, the same sequences (renamed to /test) will have a PSNR of 27.366(the same or even blurrier as what's being fed in as the blur)
it is applying some change, but it's not sharpening the image.
Input
ESTRNN
GT
The text was updated successfully, but these errors were encountered:
First, the PSNR is calculated using cropped data (256x256) for the training and validation steps, while the entire input is used for the test step.
However, 36.038dB is very high and the restored result should be sharp.
Could you please send me the checkpoint (including log) and the data sequence? (Email: zzh.tech@gmail.com)
I may check it for you sometime.
results are sharpening above 28psnr but require a lot more epochs (>800) for some scenes than the default 500, although that may depend more or less on the type of sharpening being done (resolving real blur vs generated) and dataset size.
when testing the best checkpoint, which when the sequence is in /valid the PSNR is 36.038 during training, the same sequences (renamed to /test) will have a PSNR of 27.366(the same or even blurrier as what's being fed in as the blur)
![00000088_input](https://user-images.githubusercontent.com/8377727/111925588-83afa600-8a77-11eb-9d8b-4365124ce066.png)
![00000088_estrnn](https://user-images.githubusercontent.com/8377727/111925473-ff5d2300-8a76-11eb-983e-34ed5a36e14c.png)
![00000088_gt](https://user-images.githubusercontent.com/8377727/111925474-fff5b980-8a76-11eb-9809-95d6a496372c.png)
it is applying some change, but it's not sharpening the image.
Input
ESTRNN
GT
The text was updated successfully, but these errors were encountered: