METHOD AND SYSTEM FOR AUTOMATED PLANT IMAGE LABELING

The invention relates to a computer-implemented method comprising:- acquiring (406) first training images (108) using a first image acquisition technique (104), each first training image depicting a plant-related motive;- acquiring (402) second training images (106) using a second image acquisition...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: BAUER, Christoph, DAHL, Ludmilla, JEBSEN, Christian, FRITZSCH, Christoph
Format: Patent
Sprache:eng ; fre ; ger
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Beschreibung
Zusammenfassung:The invention relates to a computer-implemented method comprising:- acquiring (406) first training images (108) using a first image acquisition technique (104), each first training image depicting a plant-related motive;- acquiring (402) second training images (106) using a second image acquisition technique (102), each second training image depicting the motive depicted in a respective one of the first training images;- automatically assigning (404) at least one label (150, 152, 154) to each of the second training images;- spatially aligning (408) the first and second training images which are depicting the same one of the motives into an aligned training image pair;- training (410) a machine-learning model (132) as a function of the aligned training image pairs and the labels, wherein during the training the machine-learning model (132) learns to automatically assign one or more labels (250, 252, 254) to any test image (205) acquired with the first image acquisition technique which depicts a plant-related motive; and- providing (412) the trained machine-learning model (132).