I used scp to copy images from my host machine into the QNN classifer's directory to see what happened. A pile of cigarette butts was missed-- it got some animal. I threw it an italian spinone dog and it got the following:
class: otterhound probability: 25.10%
class: brittany spaniel probability: 22.43%
class: dandie dinmont probability: 9.93%
class:wire-haired fox terrier probability: 7.94%
class: afghan hound probability: 6.13%
I tell ya, this is what actual people think my actual spinone dog is, so I'm good with these results. Otterhound, indeed!
Next I gave it a flying V guitar:
class: electric guitar probability: 40.19%
class: broom probability: 10.80%
class: acoustic guitar probability: 10.75%
class: oboe probability: 5.32%
class: banjo probability: 3.35%
then a 60s Gemini capsule:
class: swab probability: 29.26%
class: lynx probability: 14.14%
class:west highland white terrier probability: 8.13%
class: coyote probability: 5.99%
class: red fox probability: 3.66%
Obviously my ideas for things to classify are beyond its kin. 