[raganesh]

Good point.

I guess it is a fair assumption that the neural network is trained using a corpus of logos that already look "well made" to the human eye.

It is possible there may not have been any/many samples that would be considered bad.

It would be interesting to see how this neural net evaluates a bad logo, using a tool such as LIME.