Trained model’s ROC curve. The numbers overlayed on the curve indicate thresholds where the false positive and true positive rates along the curve are recorded. The dotted diagonal line is the performance of a completely random model that outputs a random probability for any image. An ROC curve is preferred to be above this dotted diagonal, and the curve generated from our model is above this line. We also find an AUC value of 0.84.