Yes @ky_Pa  you are right.
In the above code you might need to write T.Resize ((224,224)) ,
If size is a sequence like (h, w), output size will be matched to this. If size is an int, smaller edge of the image will be matched to this number. i.e, if height > width, then image will be rescaled to (size * height / width, size)