Hi everyone!! 
My problem is the following: I am working in a image colorization problem that a grayscale image is the input of a CNN. So, the final dimension of the feature maps from the CNN is (313 channels x 64 width x 64 height).
So, when I am testing the model, I get as result an RGB image of size (3 x 64 x 64) but the original size is another and higher value of width and height.
Does anyone know how to generate the final image of the test with the original size? I already tried to apply a resize, it worked, but the image was blurred. Does anyone know any strategy for maintaining the size of the original image in the final image and without getting blurry?
Best regards,
Matheus Santos.