The Zoological Illustration and Class Embedding Dataset for Large-Scale Fine-Grained Zero-Shot Learning in the Wild Code for preparing a zero-shot learning model was based on code from Oscar Knagg: https://github.com/oscarknagg/few-shot/tree/master/few_shot
Link to paper: https://doi.org/10.1016/j.ecoinf.2021.101222
Note that this is not yet the latest updated version (with corrected proofs).