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About the Matlab Example JPEG Image Deblocking Using Deep Learning

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Hi,
In the matlab example of "JPEG Image Deblocking Using Deep Learning", the network is trained based on the Luminance of Color Image. If there is a Gray scale image, is it possible to use this network? if yes, can you provide suggestions to detect the residual image?
Thanks

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