Berka, A., Hafiane, A., Es--Saady, Y., El Haijji, M., Canals, R., & Bouharroud, R. 2023 CactiViT: Image-based smartphone application and transformer network for diagnosis of cactus cochineal. Artificial Intelligence in Agriculture 9: 12–21
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Notes: This paper discusses a system called CactiVIT that instantly determines the health status of cacti using the Visual image Transformer (ViT) model.We also provided a new image dataset of cochineal infested cacti.1 Finally, we developed a mobile application that delivers the classification results directly to farmers about the infestation in their fields by showing the probabilities related to each class. This study compares the existing models on the new data set and presents the results obtained.
