This paper presents InterFolia, an iOS application dedicated to help the general public identify the plant species around them. The application can recognize up to 214 species of trees and shrubs found in France and western Europe. Its classification module contains three convolutional neural network models that run locally and are each associated with a plant organ (flower/fruit, leaf, or bark). A fusion module is integrated into the application to combine all available information to help improve the overall accuracy of the classification task. The main novelty of In-terFolia is its use of embedded models that allow users to explore nature beyond network-covered zones.