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A database of images of approximately 960 unique plants belonging to 12species at several growth stages is made publicly available. It comprisesannotated RGB images with a physical resolution of roughly 10 pixels per mm. Tostandardise the evaluation of classification results obtained with thedatabase, a benchmark based on $f_{1}$ scores is proposed. The dataset isavailable at https://vision.eng.au.dk/plant-seedlings-dataset

A Public Image Database for Benchmark of Plant Seedling Classification Algorithms