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. 2019 Oct 14;5:e222. doi: 10.7717/peerj-cs.222

Table 3. Summary of testing results (accuracy, data source, average precision, average recall) for different architectures.

Network Data source Accuracy A. Precision A. Recall
InceptionV3 Synthetic images 95.8 96.0 95.8
ResNet50 Synthetic images 93.8 93.9 93.8
VGG16 Synthetic images 83.2 84.6 83.2
InceptionV3 Augmented real images 64.5 75.7 64.5