A Public Image Database for Benchmark of Plant Seedling Classification Algorithms

November 15, 2017 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Thomas Mosgaard Giselsson, Rasmus Nyholm JΓΈrgensen, Peter Kryger Jensen, Mads Dyrmann, Henrik Skov Midtiby arXiv ID 1711.05458 Category cs.CV: Computer Vision Citations 135 Venue arXiv.org Last Checked 4 months ago
Abstract
A database of images of approximately 960 unique plants belonging to 12 species at several growth stages is made publicly available. It comprises annotated RGB images with a physical resolution of roughly 10 pixels per mm. To standardise the evaluation of classification results obtained with the database, a benchmark based on $f_{1}$ scores is proposed. The dataset is available at https://vision.eng.au.dk/plant-seedlings-dataset
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