About the Matlab Example JPEG Image Deblocking Using Deep Learning

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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