Deep Learning with Taxonomic Loss for Plant Identification

Figure 1

The end-to-end training pipeline of deep learning plant identification. Two distinct loss modules are shown in the lower part: (a) the cross-entropy loss uses only the species-level labels; (b) the proposed taxonomic loss encodes the hierarchy among three-level labels into the objective function.