Classification using final model

Posted: September 24, 2019 at 5:56 pm

The following two images show the classification done by the final model trained on all the data using the architecture params from hyperparameter search. I think these are slightly better than those from the previous post.

“Good” Compositions
“Bad” Compositions

Looking back through my experiments I thought I would take a crack on one more histogram feature experiment. I saw a peak validation accuracy (using the ruled out problematic method) of 75% with a 24 bin colour histogram, so I thought it would be worth a revisit.