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This project implements a leaf counting model with a ResNet50 as a backbone, followed by UNet++. The architecture was taken from this study: https://www.frontiersin.org/articles/10.3389/fpls.2022.844522/full. To create an interface for interaction with the model, the gradio Python library was utilized.