Serious checkerboard effect and loss of colour.

tensorlayer / SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

https://github.com/tensorlayer/tensorlayerx

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Serious checkerboard effect and loss of colour. #230

Open mustaeenqazi opened 3 years ago

mustaeenqazi commented 3 years ago

Hi Thanks for a good code, I trained on the DIV2K dataset, the training runs fine, with very low values of errors, But the test image has serious checker board effect and also a major colour loss. Any idea, what is causing this effect, i can remove some layers or add if indicated. the image is attached hereby Capture_badimage

Chanwb commented 3 years ago

what is the value of error during training?

HeeebsInc commented 3 years ago

I am haveing this same issue with a different implementation of the same network. Have you been able to figure it out @mustaeenqazi