Comment by MichaelDickens

My guess is the CNN was trained on highly abstracted stereotypical-fish-drawings, not on actual pictures or high-quality drawings of fish. I put in my best effort to draw a good-looking fish (although I'm no artist) and I got 35%. Then I drew a basic single-stroke fish and got 65%.