Classification of Philippine Herbal Medicine Plant Using EfficientNet on Mobile Platform

So far, there is a lack of study on deep learning that is compatible with a mobile platform for Philippine herbal plant identification. This paper applied EfficientNet-B0 to classify Philippine herbal plants with 97.4% accuracy. Using a mobile phone camera, the model achieved top-1 inference accuracy of >92.2% versus top-2 with <2.3%.