Using the GAN critic separately

After training the GAN as described in lesson7-superres-gan.ipynb, can we use the trained critic by providing it custom input? My goal here is to identify a custom image as fake/real.

P.S.: To my knowledge learn.predict(img) will input the img to the trained generator network only. Please clarify!