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Stem detection with the Mask R-CNN. (a) Comparison of ground truth (reference) and predicted (CV analysis) stem areas displayed an average deviation of 239 pixels (~5% error). (b) The intersection over union (IoU) between ground truth and prediction was ~87%. (c) Four examples of root systems of different developmental stages displaying the high quality of the stem detection (predicted stems are orange-colored).
